Caracterización de la trombocitopenia como predictor temprano de mortalidad en pacientes con choque séptico: estudio retrospectivo en una institución prestadora de servicios de salud de Barranquilla, 2021 – 2023
Introducción: La trombocitopenia es frecuente en el choque séptico y su valor como marcador pronóstico ha sido discutido. Su accesibilidad en entornos clínicos la convierte en una herramienta útil para estratificación del riesgo de mortalidad. Objetivo: Evaluar la trombocitopenia como predictor temp...
- Autores:
-
Alvarado Castell, Huber
Caicedo Solarte, William Albeiro
- Tipo de recurso:
- Trabajo de grado de pregrado
- Fecha de publicación:
- 2025
- Institución:
- Universidad Libre
- Repositorio:
- RIU - Repositorio Institucional UniLibre
- Idioma:
- spa
- OAI Identifier:
- oai:repository.unilibre.edu.co:10901/31525
- Acceso en línea:
- https://hdl.handle.net/10901/31525
- Palabra clave:
- Trombocitopenia
Mortalidad
Unidades de cuidados intensivos
Análisis de supervivencia (Biometría)
Septic shock
Thrombocytopenia
In-hospital mortality
Clinical predictors
Intensive care units (ICUs)
Survival analysis
- Rights
- openAccess
- License
- http://creativecommons.org/licenses/by-nc-nd/2.5/co/
| id |
RULIBRE2_bda11fc7bf120a66acaa58c3db178127 |
|---|---|
| oai_identifier_str |
oai:repository.unilibre.edu.co:10901/31525 |
| network_acronym_str |
RULIBRE2 |
| network_name_str |
RIU - Repositorio Institucional UniLibre |
| repository_id_str |
|
| dc.title.spa.fl_str_mv |
Caracterización de la trombocitopenia como predictor temprano de mortalidad en pacientes con choque séptico: estudio retrospectivo en una institución prestadora de servicios de salud de Barranquilla, 2021 – 2023 |
| dc.title.alternative.spa.fl_str_mv |
Characterization of thrombocytopenia as an early predictor of mortality in patients with septic shock: a retrospective study in a healthcare institution in Barranquilla, 2021–2023 |
| title |
Caracterización de la trombocitopenia como predictor temprano de mortalidad en pacientes con choque séptico: estudio retrospectivo en una institución prestadora de servicios de salud de Barranquilla, 2021 – 2023 |
| spellingShingle |
Caracterización de la trombocitopenia como predictor temprano de mortalidad en pacientes con choque séptico: estudio retrospectivo en una institución prestadora de servicios de salud de Barranquilla, 2021 – 2023 Trombocitopenia Mortalidad Unidades de cuidados intensivos Análisis de supervivencia (Biometría) Septic shock Thrombocytopenia In-hospital mortality Clinical predictors Intensive care units (ICUs) Survival analysis |
| title_short |
Caracterización de la trombocitopenia como predictor temprano de mortalidad en pacientes con choque séptico: estudio retrospectivo en una institución prestadora de servicios de salud de Barranquilla, 2021 – 2023 |
| title_full |
Caracterización de la trombocitopenia como predictor temprano de mortalidad en pacientes con choque séptico: estudio retrospectivo en una institución prestadora de servicios de salud de Barranquilla, 2021 – 2023 |
| title_fullStr |
Caracterización de la trombocitopenia como predictor temprano de mortalidad en pacientes con choque séptico: estudio retrospectivo en una institución prestadora de servicios de salud de Barranquilla, 2021 – 2023 |
| title_full_unstemmed |
Caracterización de la trombocitopenia como predictor temprano de mortalidad en pacientes con choque séptico: estudio retrospectivo en una institución prestadora de servicios de salud de Barranquilla, 2021 – 2023 |
| title_sort |
Caracterización de la trombocitopenia como predictor temprano de mortalidad en pacientes con choque séptico: estudio retrospectivo en una institución prestadora de servicios de salud de Barranquilla, 2021 – 2023 |
| dc.creator.fl_str_mv |
Alvarado Castell, Huber Caicedo Solarte, William Albeiro |
| dc.contributor.advisor.none.fl_str_mv |
Maestre Serrano, Ronald Yesid Fernández Chica, Dinno Alberto |
| dc.contributor.author.none.fl_str_mv |
Alvarado Castell, Huber Caicedo Solarte, William Albeiro |
| dc.subject.spa.fl_str_mv |
Trombocitopenia Mortalidad Unidades de cuidados intensivos Análisis de supervivencia (Biometría) |
| topic |
Trombocitopenia Mortalidad Unidades de cuidados intensivos Análisis de supervivencia (Biometría) Septic shock Thrombocytopenia In-hospital mortality Clinical predictors Intensive care units (ICUs) Survival analysis |
| dc.subject.subjectenglish.spa.fl_str_mv |
Septic shock Thrombocytopenia In-hospital mortality Clinical predictors Intensive care units (ICUs) Survival analysis |
| description |
Introducción: La trombocitopenia es frecuente en el choque séptico y su valor como marcador pronóstico ha sido discutido. Su accesibilidad en entornos clínicos la convierte en una herramienta útil para estratificación del riesgo de mortalidad. Objetivo: Evaluar la trombocitopenia como predictor temprano de mortalidad hospitalaria a 30 días en pacientes con choque séptico en una institución de cuarto nivel en Barranquilla, 2021–2023. Materiales y Métodos: Estudio observacional, analítico, retrospectivo y de cohorte histórica. Se incluyeron 223 pacientes con choque séptico y trombocitopenia, clasificada por severidad (leve, moderada, severa). Se analizaron variables clínicas, laboratoriales y terapéuticas. Se usaron pruebas de Wilcoxon, Kruskal-Wallis, Chi-cuadrado, análisis de supervivencia (Kaplan-Meier) y regresión de Cox. Significancia estadística: p<0.05. Resultados: El 51% fueron mujeres, con mediana de edad de 54 años. La trombocitopenia fue leve en 48%, moderada en 35% y severa en 17%. La enfermedad renal crónica G4-G5 se asoció con trombocitopenia severa (p=0.041). Todos los pacientes con trombocitopenia severa recibieron transfusión plaquetaria (p<0.001). La trombocitopenia severa se asoció con menor sobrevida a 30 días (log-rank p=0.02). En el análisis multivariado, la trombocitopenia severa (HR: 1.5; p=0.009) y la diabetes tipo 2 (HR: 2.76; p=0.020) fueron predictores independientes de mortalidad. Conclusiones: La trombocitopenia severa es un marcador clínico accesible y útil para predecir mortalidad temprana en choque séptico. Su incorporación rutinaria podría optimizar la estratificación del riesgo y guiar decisiones en cuidados críticos. |
| publishDate |
2025 |
| dc.date.accessioned.none.fl_str_mv |
2025-07-17T20:45:21Z |
| dc.date.available.none.fl_str_mv |
2025-07-17T20:45:21Z |
| dc.date.created.none.fl_str_mv |
2025-06-20 |
| dc.type.local.spa.fl_str_mv |
Tesis de Especialización |
| dc.type.hasversion.spa.fl_str_mv |
info:eu-repo/semantics/acceptedVersion |
| dc.type.coar.spa.fl_str_mv |
http://purl.org/coar/resource_type/c_7a1f |
| dc.type.driver.spa.fl_str_mv |
info:eu-repo/semantics/bachelorThesis |
| format |
http://purl.org/coar/resource_type/c_7a1f |
| status_str |
acceptedVersion |
| dc.identifier.uri.none.fl_str_mv |
https://hdl.handle.net/10901/31525 |
| url |
https://hdl.handle.net/10901/31525 |
| dc.language.iso.spa.fl_str_mv |
spa |
| language |
spa |
| dc.relation.references.spa.fl_str_mv |
Evans L, Rhodes A, Alhazzani W, Antonelli M, Coopersmith CM, French C, et al. Surviving sepsis campaign: international guidelines for management of sepsis and septic shock 2021. Intensive Care Med [Internet]. 2021 Nov 2;47(11):1181–247. Available from: https://link.springer.com/10.1007/s00134-021-06506-y Gonzalez DA, Kumar R, Asif S, Bali A, Dang AK. Sepsis and Thrombocytopenia: A Nowadays Problem. Cureus [Internet]. 2022 May 27; Available from: https://www.cureus.com/articles/98736-sepsis-and-thrombocytopenia-a-nowadays-problem Hua Y, Wang R, Yang J, Ou X. Platelet count predicts mortality in patients with sepsis: A retrospective observational study. Medicine (Baltimore) [Internet]. 2023 Sep 22;102(38):e35335. Available from: http://www.ncbi.nlm.nih.gov/pubmed/37746944 Van der Meijden PEJ, Heemskerk JWM. Platelet biology and functions: new concepts and clinical perspectives. Nat Rev Cardiol [Internet]. 2019 Mar 14;16(3):166–79. Available from: https://www.nature.com/articles/s41569-018-0110-0 Akca S, Haji-Michael P, de Mendonça A, Suter P, Levi M, Vincent JL. Time course of platelet counts in critically ill patients. Crit Care Med [Internet]. 2002 Apr;30(4):753–6. Available from: http://journals.lww.com/00003246-200204000-00005 Meneses NR, Chocó-Cedillos J; André Thrombocytopenia versus SOFA to Predict Mortality in Patients with Sepsis in the Intensive Care Unit of a Tertiary Hospital. Guatemala Rev Científica. 2019;29(1). Thiery-Antier N, Binquet C, Vinault S, Meziani F, Boisramé-Helms J, Quenot JP. Is Thrombocytopenia an Early Prognostic Marker in Septic Shock? Crit Care Med [Internet]. 2016 Apr;44(4):764–72. Available from: http://journals.lww.com/00003246-201604000-00014 Marcela Granados, Juan Carlos Alvir, Gustavo Ospina-Tascón, Marisol Badiel, Carlos Ordoñez, Mónica Vargas, et al. Presencia de trombocitopenia al ingreso y durante la estancia en la unidad de cuidado intensivo como predictor de mortalidad en sepsis severa y choque séptico. Acta Colomb Cuid Intensivo. 2009;8(2):3–7. Tramuel D. Prevalencia de las variables de disfunción orgánica en pacientes con Choque séptico en Unidades de Cuidados Intensivos. Univ Nac Colomb. 2014 Wang D, Wang S, Wu H, Gao J, Huang K, Xu D, et al. Association Between Platelet Levels and 28-Day Mortality in Patients With Sepsis: A Retrospective Analysis of a Large Clinical Database MIMIC-IV. Front Med [Internet]. 2022 Apr 7;9. Available from: https://www.frontiersin.org/articles/10.3389/fmed.2022.833996/full Vandijck DM, Blot SI, De Waele JJ, Hoste EA, Vandewoude KH, Decruyenaere JM. Thrombocytopenia and outcome in critically ill patients with bloodstream infection. Hear Lung [Internet]. 2010 Jan;39(1):21–6. Available from: https://linkinghub.elsevier.com/retrieve/pii/S0147956309001848 Moreno R, Vincent JL, Matos R, Mendonça A, Cantraine F, Thijs L, et al. The use of maximum SOFA score to quantify organ dysfunction/failure in intensive care. Results of a prospective, multicentre study. Intensive Care Med [Internet]. 1999 Jul 22;25(7):686–96. Available from: http://link.springer.com/10.1007/s001340050931 EPISEPSIS: a reappraisal of the epidemiology and outcome of severe sepsis in French intensive care units. Intensive Care Med [Internet]. 2004 Apr 1;30(4):580–8. Available from: http://link.springer.com/10.1007/s00134-003-2121-4 Péju E, Fouqué G, Charpentier J, Vigneron C, Jozwiak M, Cariou A, et al. Clinical significance of thrombocytopenia in patients with septic shock: An observational retrospective study. J Crit Care [Internet]. 2023 Aug;76:154293. Available from: https://linkinghub.elsevier.com/retrieve/pii/S0883944123000424 Vardon-Bounes F, Ruiz S, Gratacap MP, Garcia C, Payrastre B, Minville V. Platelets Are Critical Key Players in Sepsis. Int J Mol Sci [Internet]. 2019 Jul 16;20(14):3494. Available from: https://www.mdpi.com/1422-0067/20/14/3494 Guyton, Hall. Text Book of Medical Physiology. 2021;1013. CRAWLEY JTB, ZANARDELLI S, CHION CKNK, LANE DA. The central role of thrombin in hemostasis. J Thromb Haemost [Internet]. 2007 Jul;5:95–101. Available from: https://linkinghub.elsevier.com/retrieve/pii/S1538783622175902 Morrell CN, Aggrey AA, Chapman LM, Modjeski KL. Emerging roles for platelets as immune and inflammatory cells. Blood [Internet]. 2014 May 1;123(18):2759–67. Available from: https://ashpublications.org/blood/article/123/18/2759/32501/Emerging-roles-for-platelets-as-immune-and Zarbock A, Polanowska-Grabowska RK, Ley K. Platelet-neutrophil-interactions: Linking hemostasis and inflammation. Blood Rev [Internet]. 2007 Mar;21(2):99–111. Available from: https://linkinghub.elsevier.com/retrieve/pii/S0268960X06000403 Zhao L, Ohtaki Y, Yamaguchi K, Matsushita M, Fujita T, Yokochi T, et al. LPS-induced platelet response and rapid shock in mice: contribution of O-antigen region of LPS and involvement of the lectin pathway of the complement system. Blood [Internet]. 2002 Nov 1;100(9):3233–9. Available from: https://ashpublications.org/blood/article/100/9/3233/16441/LPSinduced-platelet-response-and-rapid-shock-in Huang TF, Sheu JR, Teng CM, Chen SW, Liu CS. Triflavin, an antiplatelet Arg-Gly-Asp-containing peptide, is a specific antagonist of platelet membrane glycoprotein IIb-IIIa complex. J Biochem [Internet]. 1991 Feb;109(2):328–34. Available from: http://www.ncbi.nlm.nih.gov/pubmed/1864844 Levi M, ten Cate H. Disseminated Intravascular Coagulation. N Engl J Med [Internet]. 1999 Aug 19;341(8):586–92. Available from: http://www.nejm.org/doi/abs/10.1056/NEJM199908193410807 Doganci M, Eraslan Doganay G. Prognostic Significance of Thrombocytopenia and Mean Platelet Volume in COPD Patients with Acute Exacerbations in ICU Settings. Med Sci Monit [Internet]. 2024 Jun 7;30. Available from: https://www.medscimonit.com/abstract/index/idArt/944946 Gafter-Gvili A, Mansur N, Bivas A, Zemer-Wassercug N, Bishara J, Leibovici L, et al. Thrombocytopenia in Staphylococcus aureus Bacteremia: Risk Factors and Prognostic Importance. Mayo Clin Proc [Internet]. 2011 May;86(5):389–96. Available from: https://linkinghub.elsevier.com/retrieve/pii/S0025619611600281 Oguzulgen I, Ozis T, Gursel G. Is the fall in platelet count associated with intensive care unit acquired pneumonia? Swiss Med Wkly [Internet]. 2004 Jul 24; Available from: https://smw.ch/index.php/smw/article/view/395 Burunsuzoğlu B, Saltürk C, Karakurt Z, Akkütük Öngel E, Berk Takır H, Kargın F, et al. Thrombocytopenia: A Risk Factor of Mortality for Patients with Sepsis in the Intensive Care Unit. Turkish Thorac J [Internet]. 2016 Jan 20;17(1):7–14. Available from: https://thoracrespract.org/articles/doi/ttj.17.1.002 MA AC, KUBES P. Platelets, neutrophils, and neutrophil extracellular traps (NETs) in sepsis. J Thromb Haemost [Internet]. 2008 Mar;6(3):415–20. Available from: https://linkinghub.elsevier.com/retrieve/pii/S1538783622128114 Shankar-Hari M, Phillips GS, Levy ML, Seymour CW, Liu VX, Deutschman CS, et al. Developing a New Definition and Assessing New Clinical Criteria for Septic Shock. JAMA [Internet]. 2016 Feb 23;315(8):775. Available from: http://jama.jamanetwork.com/article.aspx?doi=10.1001/jama.2016.0289 Rudd KE, Johnson SC, Agesa KM, Shackelford KA, Tsoi D, Kievlan DR, et al. Global, regional, and national sepsis incidence and mortality, 1990–2017: analysis for the Global Burden of Disease Study. Lancet [Internet]. 2020 Jan;395(10219):200–11. Available from: https://linkinghub.elsevier.com/retrieve/pii/S0140673619329897 Sakr Y, Elia C, Mascia L, Barberis B, Cardellino S, Livigni S, et al. The influence of gender on the epidemiology of and outcome from severe sepsis. Crit Care [Internet]. 2013 Mar 18;17(2):R50. Available from: https://ccforum.biomedcentral.com/articles/10.1186/cc12570 Adrie C, Azoulay E, Francais A, Clec’h C, Darques L, Schwebel C, et al. Influence of Gender on the Outcome of Severe Sepsis. Chest [Internet]. 2007 Dec;132(6):1786–93. Available from: https://linkinghub.elsevier.com/retrieve/pii/S0012369215524483 Padovani CM, Yin K. Immunosuppression in Sepsis: Biomarkers and Specialized Pro-Resolving Mediators. Biomedicines [Internet]. 2024 Jan 13;12(1):175. Available from: https://www.mdpi.com/2227-9059/12/1/175 Boccardo P, Remuzzi G, Galbusera M. Platelet Dysfunction in Renal Failure. Semin Thromb Hemost [Internet]. 2004 Oct;30(5):579–89. Available from: http://www.thieme-connect.de/DOI/DOI?10.1055/s-2004-835678 Escolar G, Díaz-Ricart M, Cases A. Uremic platelet dysfunction: past and present. Curr Hematol Rep. 2005;4(5):359–67 Venkata C, Kashyap R, Farmer JC, Afessa B. Thrombocytopenia in adult patients with sepsis: incidence, risk factors, and its association with clinical outcome. J Intensive Care [Internet]. 2013 Dec 30;1(1):9. Available from: https://jintensivecare.biomedcentral.com/articles/10.1186/2052-0492-1-9 de Stoppelaar S, van ’t Veer C, Poll T van der. The role of platelets in sepsis. Thromb Haemost [Internet]. 2014 Nov 20;112(10):666–77. Available from: http://www.thieme-connect.de/DOI/DOI?10.1160/TH14-02-0126 Claushuis TAM, van Vught LA, Scicluna BP, Wiewel MA, Klein Klouwenberg PMC, Hoogendijk AJ, et al. Thrombocytopenia is associated with a dysregulated host response in critically ill sepsis patients. Blood [Internet]. 2016 Jun 16;127(24):3062–72. Available from: https://ashpublications.org/blood/article/127/24/3062/35448/Thrombocytopenia-is-associated-with-a-dysregulated Lisman T. Platelet–neutrophil interactions as drivers of inflammatory and thrombotic disease. Cell Tissue Res [Internet]. 2018 Mar 25;371(3):567–76. Available from: http://link.springer.com/10.1007/s00441-017-2727-4 Gando S, Levi M, Toh CH. Disseminated intravascular coagulation. Nat Rev Dis Prim [Internet]. 2016 Jun 2;2(1):16037. Available from: https://www.nature.com/articles/nrdp201637 Vanderschueren S, De Weerdt A, Malbrain M, Vankersschaever D, Frans E, Wilmer A, et al. Thrombocytopenia and prognosis in intensive care. Crit Care Med [Internet]. 2000 Jun;28(6):1871–6. Available from: http://journals.lww.com/00003246-200006000-00031 Hofer S, Schlimp CJ, Casu S, Grouzi E. Management of Coagulopathy in Bleeding Patients. J Clin Med [Internet]. 2021 Dec 21;11(1):1. Available from: https://www.mdpi.com/2077-0383/11/1/1 Kazama I, Endo Y, Toyama H, Ejima Y, Kurosawa S, Murata Y, et al. Compensatory Thrombopoietin Production from the Liver and Bone Marrow Stimulates Thrombopoiesis of Living Rat Megakaryocytes in Chronic Renal Failure. Nephron Extra [Internet]. 2011 Oct 22;1(1):147–56. Available from: https://karger.com/article/doi/10.1159/000333018 Lutz J, Menke J, Sollinger D, Schinzel H, Thürmel K. Haemostasis in chronic kidney disease. Nephrol Dial Transplant [Internet]. 2014 Jan;29(1):29–40. Available from: https://academic.oup.com/ndt/article-lookup/doi/10.1093/ndt/gft209 Gomchok D, Ge RL, Wuren T. Platelets in Renal Disease. Int J Mol Sci [Internet]. 2023 Sep 29;24(19):14724. Available from: https://www.mdpi.com/1422-0067/24/19/14724 Li J, Kim K, Barazia A, Tseng A, Cho J. Platelet–neutrophil interactions under thromboinflammatory conditions. Cell Mol Life Sci [Internet]. 2015 Jul 4;72(14):2627–43. Available from: http://link.springer.com/10.1007/s00018-015-1845-y Schupp T, Weidner K, Rusnak J, Jawhar S, Forner J, Dulatahu F, et al. Diagnostic and prognostic role of platelets in patients with sepsis and septic shock. Platelets [Internet]. 2023 Dec 31;34(1). Available from: https://www.tandfonline.com/doi/full/10.1080/09537104.2022.2131753 Delabranche X, Quenot JP, Lavigne T, Mercier E, François B, Severac F, et al. Early Detection of Disseminated Intravascular Coagulation During Septic Shock: A Multicenter Prospective Study. Crit Care Med [Internet]. 2016 Oct;44(10):e930–9. Available from: https://journals.lww.com/00003246-201610000-00034 Delabranche X, Boisramé-Helms J, Asfar P, Berger A, Mootien Y, Lavigne T, et al. Microparticles are new biomarkers of septic shock-induced disseminated intravascular coagulopathy. Intensive Care Med [Internet]. 2013 Oct 21;39(10):1695–703. Available from: http://link.springer.com/10.1007/s00134-013-2993-x Finfer S. Clinical controversies in the management of critically ill patients with severe sepsis. Virulence [Internet]. 2014 Jan 6;5(1):200–5. Available from: http://www.tandfonline.com/doi/abs/10.4161/viru.25855 van Vught LA, Holman R, de Jonge E, de Keizer NF, van der Poll T. Diabetes Is Not Associated With Increased 90-Day Mortality Risk in Critically Ill Patients With Sepsis. Crit Care Med [Internet]. 2017 Oct;45(10):e1026–35. Available from: https://journals.lww.com/00003246-201710000-00043 Brunkhorst FM, Engel C, Bloos F, Meier-Hellmann A, Ragaller M, Weiler N, et al. Intensive Insulin Therapy and Pentastarch Resuscitation in Severe Sepsis. N Engl J Med [Internet]. 2008 Jan 10;358(2):125–39. Available from: http://www.nejm.org/doi/abs/10.1056/NEJMoa070716 Argent AC, Kissoon N “Tex.” Mechanical Ventilation in Infection, Sepsis and Organ Failure. In: Pediatric and Neonatal Mechanical Ventilation [Internet]. Berlin, Heidelberg: Springer Berlin Heidelberg; 2015. p. 1369–84. Available from: http://link.springer.com/10.1007/978-3-642-01219-8_54 Phua J, Weng L, Ling L, Egi M, Lim CM, Divatia JV, et al. Intensive care management of coronavirus disease 2019 (COVID-19): challenges and recommendations. Lancet Respir Med [Internet]. 2020 May;8(5):506–17. Available from: https://linkinghub.elsevier.com/retrieve/pii/S2213260020301612 Fanning J, Panigada M, Li Bassi G. Nosocomial Pneumonia in the Mechanically Ventilated Patient. Semin Respir Crit Care Med [Internet]. 2022 Jun 17;43(03):426–39. Available from: http://www.thieme-connect.de/DOI/DOI?10.1055/s-0042-1749448 |
| dc.rights.uri.spa.fl_str_mv |
http://creativecommons.org/licenses/by-nc-nd/2.5/co/ |
| dc.rights.license.spa.fl_str_mv |
Atribución-NoComercial-SinDerivadas 2.5 Colombia |
| dc.rights.accessrights.spa.fl_str_mv |
info:eu-repo/semantics/openAccess |
| dc.rights.coar.spa.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
| rights_invalid_str_mv |
http://creativecommons.org/licenses/by-nc-nd/2.5/co/ Atribución-NoComercial-SinDerivadas 2.5 Colombia http://purl.org/coar/access_right/c_abf2 |
| eu_rights_str_mv |
openAccess |
| dc.format.spa.fl_str_mv |
PDF |
| dc.coverage.spatial.spa.fl_str_mv |
Barranquilla |
| institution |
Universidad Libre |
| bitstream.url.fl_str_mv |
http://repository.unilibre.edu.co/bitstream/10901/31525/4/CASTELL.pdf.jpg http://repository.unilibre.edu.co/bitstream/10901/31525/5/CASTELL%20AUTORIZACI%c3%93N.pdf.jpg http://repository.unilibre.edu.co/bitstream/10901/31525/3/license.txt http://repository.unilibre.edu.co/bitstream/10901/31525/1/CASTELL.pdf http://repository.unilibre.edu.co/bitstream/10901/31525/2/CASTELL%20AUTORIZACI%c3%93N.pdf |
| bitstream.checksum.fl_str_mv |
fbf06329fdaa83da18b5240a58c18538 374aabafe4ff69471a6181ece645ffdf 8a4605be74aa9ea9d79846c1fba20a33 db7b64cdbfdf15b8b3fca54fc4fdc179 a9d67fd4c8560cd5930751da2b9d24ee |
| bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 MD5 MD5 |
| repository.name.fl_str_mv |
Repositorio Institucional Unilibre |
| repository.mail.fl_str_mv |
repositorio@unilibrebog.edu.co |
| _version_ |
1851053893592547328 |
| spelling |
Maestre Serrano, Ronald YesidFernández Chica, Dinno AlbertoAlvarado Castell, HuberCaicedo Solarte, William AlbeiroBarranquilla2025-07-17T20:45:21Z2025-07-17T20:45:21Z2025-06-20https://hdl.handle.net/10901/31525Introducción: La trombocitopenia es frecuente en el choque séptico y su valor como marcador pronóstico ha sido discutido. Su accesibilidad en entornos clínicos la convierte en una herramienta útil para estratificación del riesgo de mortalidad. Objetivo: Evaluar la trombocitopenia como predictor temprano de mortalidad hospitalaria a 30 días en pacientes con choque séptico en una institución de cuarto nivel en Barranquilla, 2021–2023. Materiales y Métodos: Estudio observacional, analítico, retrospectivo y de cohorte histórica. Se incluyeron 223 pacientes con choque séptico y trombocitopenia, clasificada por severidad (leve, moderada, severa). Se analizaron variables clínicas, laboratoriales y terapéuticas. Se usaron pruebas de Wilcoxon, Kruskal-Wallis, Chi-cuadrado, análisis de supervivencia (Kaplan-Meier) y regresión de Cox. Significancia estadística: p<0.05. Resultados: El 51% fueron mujeres, con mediana de edad de 54 años. La trombocitopenia fue leve en 48%, moderada en 35% y severa en 17%. La enfermedad renal crónica G4-G5 se asoció con trombocitopenia severa (p=0.041). Todos los pacientes con trombocitopenia severa recibieron transfusión plaquetaria (p<0.001). La trombocitopenia severa se asoció con menor sobrevida a 30 días (log-rank p=0.02). En el análisis multivariado, la trombocitopenia severa (HR: 1.5; p=0.009) y la diabetes tipo 2 (HR: 2.76; p=0.020) fueron predictores independientes de mortalidad. Conclusiones: La trombocitopenia severa es un marcador clínico accesible y útil para predecir mortalidad temprana en choque séptico. Su incorporación rutinaria podría optimizar la estratificación del riesgo y guiar decisiones en cuidados críticos.Universidad Libre Seccional Barranquilla -- Facultad de Ciencias de la Salud y Exactas y Naturales -- Especialización en Medicina InternaIntroduction: Thrombocytopenia is a common finding in septic shock, and its prognostic value has been the subject of ongoing debate. Its availability in clinical settings makes it a practical tool for mortality risk stratification. Objective: To evaluate thrombocytopenia as an early predictor of 30-day in-hospital mortality in patients with septic shock in a tertiary care institution in Barranquilla, during the period 2021–2023. Materials and Methods: Observational, analytical, retrospective, historical cohort study. A total of 223 patients with septic shock and thrombocytopenia were included, classified by severity (mild, moderate, severe). Clinical, laboratory, and therapeutic variables were analyzed. Statistical tests included Wilcoxon, Kruskal-Wallis, Chi-square, survival analysis (Kaplan-Meier), and Cox regression. Statistical significance was set at p<0.05. Results: Fifty-one percent of patients were female, with a median age of 54 years. Thrombocytopenia was classified as mild in 48%, moderate in 35%, and severe in 17% of cases. Advanced chronic kidney disease (stage G4–G5) was associated with severe thrombocytopenia (p=0.041). All patients with severe thrombocytopenia received platelet transfusions (p<0.001). Severe thrombocytopenia was associated with lower 30-day survival (log-rank p=0.02). In multivariate analysis, severe thrombocytopenia (HR: 1.5; p=0.009) and type 2 diabetes mellitus (HR: 2.76; p=0.020) were independent predictors of mortality. Conclusions: Severe thrombocytopenia is an accessible and valuable clinical marker for predicting early mortality in septic shock. Its routine incorporation could enhance risk stratification and guide decision-making in critical care settings.PDFspahttp://creativecommons.org/licenses/by-nc-nd/2.5/co/Atribución-NoComercial-SinDerivadas 2.5 Colombiainfo:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2TrombocitopeniaMortalidadUnidades de cuidados intensivosAnálisis de supervivencia (Biometría)Septic shockThrombocytopeniaIn-hospital mortalityClinical predictorsIntensive care units (ICUs)Survival analysisCaracterización de la trombocitopenia como predictor temprano de mortalidad en pacientes con choque séptico: estudio retrospectivo en una institución prestadora de servicios de salud de Barranquilla, 2021 – 2023Characterization of thrombocytopenia as an early predictor of mortality in patients with septic shock: a retrospective study in a healthcare institution in Barranquilla, 2021–2023Tesis de Especializacióninfo:eu-repo/semantics/acceptedVersionhttp://purl.org/coar/resource_type/c_7a1finfo:eu-repo/semantics/bachelorThesisEvans L, Rhodes A, Alhazzani W, Antonelli M, Coopersmith CM, French C, et al. Surviving sepsis campaign: international guidelines for management of sepsis and septic shock 2021. Intensive Care Med [Internet]. 2021 Nov 2;47(11):1181–247. Available from: https://link.springer.com/10.1007/s00134-021-06506-yGonzalez DA, Kumar R, Asif S, Bali A, Dang AK. Sepsis and Thrombocytopenia: A Nowadays Problem. Cureus [Internet]. 2022 May 27; Available from: https://www.cureus.com/articles/98736-sepsis-and-thrombocytopenia-a-nowadays-problemHua Y, Wang R, Yang J, Ou X. Platelet count predicts mortality in patients with sepsis: A retrospective observational study. Medicine (Baltimore) [Internet]. 2023 Sep 22;102(38):e35335. Available from: http://www.ncbi.nlm.nih.gov/pubmed/37746944Van der Meijden PEJ, Heemskerk JWM. Platelet biology and functions: new concepts and clinical perspectives. Nat Rev Cardiol [Internet]. 2019 Mar 14;16(3):166–79. Available from: https://www.nature.com/articles/s41569-018-0110-0Akca S, Haji-Michael P, de Mendonça A, Suter P, Levi M, Vincent JL. Time course of platelet counts in critically ill patients. Crit Care Med [Internet]. 2002 Apr;30(4):753–6. Available from: http://journals.lww.com/00003246-200204000-00005Meneses NR, Chocó-Cedillos J; André Thrombocytopenia versus SOFA to Predict Mortality in Patients with Sepsis in the Intensive Care Unit of a Tertiary Hospital. Guatemala Rev Científica. 2019;29(1).Thiery-Antier N, Binquet C, Vinault S, Meziani F, Boisramé-Helms J, Quenot JP. Is Thrombocytopenia an Early Prognostic Marker in Septic Shock? Crit Care Med [Internet]. 2016 Apr;44(4):764–72. Available from: http://journals.lww.com/00003246-201604000-00014Marcela Granados, Juan Carlos Alvir, Gustavo Ospina-Tascón, Marisol Badiel, Carlos Ordoñez, Mónica Vargas, et al. Presencia de trombocitopenia al ingreso y durante la estancia en la unidad de cuidado intensivo como predictor de mortalidad en sepsis severa y choque séptico. Acta Colomb Cuid Intensivo. 2009;8(2):3–7.Tramuel D. Prevalencia de las variables de disfunción orgánica en pacientes con Choque séptico en Unidades de Cuidados Intensivos. Univ Nac Colomb. 2014Wang D, Wang S, Wu H, Gao J, Huang K, Xu D, et al. Association Between Platelet Levels and 28-Day Mortality in Patients With Sepsis: A Retrospective Analysis of a Large Clinical Database MIMIC-IV. Front Med [Internet]. 2022 Apr 7;9. Available from: https://www.frontiersin.org/articles/10.3389/fmed.2022.833996/fullVandijck DM, Blot SI, De Waele JJ, Hoste EA, Vandewoude KH, Decruyenaere JM. Thrombocytopenia and outcome in critically ill patients with bloodstream infection. Hear Lung [Internet]. 2010 Jan;39(1):21–6. Available from: https://linkinghub.elsevier.com/retrieve/pii/S0147956309001848Moreno R, Vincent JL, Matos R, Mendonça A, Cantraine F, Thijs L, et al. The use of maximum SOFA score to quantify organ dysfunction/failure in intensive care. Results of a prospective, multicentre study. Intensive Care Med [Internet]. 1999 Jul 22;25(7):686–96. Available from: http://link.springer.com/10.1007/s001340050931EPISEPSIS: a reappraisal of the epidemiology and outcome of severe sepsis in French intensive care units. Intensive Care Med [Internet]. 2004 Apr 1;30(4):580–8. Available from: http://link.springer.com/10.1007/s00134-003-2121-4Péju E, Fouqué G, Charpentier J, Vigneron C, Jozwiak M, Cariou A, et al. Clinical significance of thrombocytopenia in patients with septic shock: An observational retrospective study. J Crit Care [Internet]. 2023 Aug;76:154293. Available from: https://linkinghub.elsevier.com/retrieve/pii/S0883944123000424Vardon-Bounes F, Ruiz S, Gratacap MP, Garcia C, Payrastre B, Minville V. Platelets Are Critical Key Players in Sepsis. Int J Mol Sci [Internet]. 2019 Jul 16;20(14):3494. Available from: https://www.mdpi.com/1422-0067/20/14/3494Guyton, Hall. Text Book of Medical Physiology. 2021;1013.CRAWLEY JTB, ZANARDELLI S, CHION CKNK, LANE DA. The central role of thrombin in hemostasis. J Thromb Haemost [Internet]. 2007 Jul;5:95–101. Available from: https://linkinghub.elsevier.com/retrieve/pii/S1538783622175902Morrell CN, Aggrey AA, Chapman LM, Modjeski KL. Emerging roles for platelets as immune and inflammatory cells. Blood [Internet]. 2014 May 1;123(18):2759–67. Available from: https://ashpublications.org/blood/article/123/18/2759/32501/Emerging-roles-for-platelets-as-immune-andZarbock A, Polanowska-Grabowska RK, Ley K. Platelet-neutrophil-interactions: Linking hemostasis and inflammation. Blood Rev [Internet]. 2007 Mar;21(2):99–111. Available from: https://linkinghub.elsevier.com/retrieve/pii/S0268960X06000403Zhao L, Ohtaki Y, Yamaguchi K, Matsushita M, Fujita T, Yokochi T, et al. LPS-induced platelet response and rapid shock in mice: contribution of O-antigen region of LPS and involvement of the lectin pathway of the complement system. Blood [Internet]. 2002 Nov 1;100(9):3233–9. Available from: https://ashpublications.org/blood/article/100/9/3233/16441/LPSinduced-platelet-response-and-rapid-shock-inHuang TF, Sheu JR, Teng CM, Chen SW, Liu CS. Triflavin, an antiplatelet Arg-Gly-Asp-containing peptide, is a specific antagonist of platelet membrane glycoprotein IIb-IIIa complex. J Biochem [Internet]. 1991 Feb;109(2):328–34. Available from: http://www.ncbi.nlm.nih.gov/pubmed/1864844Levi M, ten Cate H. Disseminated Intravascular Coagulation. N Engl J Med [Internet]. 1999 Aug 19;341(8):586–92. Available from: http://www.nejm.org/doi/abs/10.1056/NEJM199908193410807Doganci M, Eraslan Doganay G. Prognostic Significance of Thrombocytopenia and Mean Platelet Volume in COPD Patients with Acute Exacerbations in ICU Settings. Med Sci Monit [Internet]. 2024 Jun 7;30. Available from: https://www.medscimonit.com/abstract/index/idArt/944946Gafter-Gvili A, Mansur N, Bivas A, Zemer-Wassercug N, Bishara J, Leibovici L, et al. Thrombocytopenia in Staphylococcus aureus Bacteremia: Risk Factors and Prognostic Importance. Mayo Clin Proc [Internet]. 2011 May;86(5):389–96. Available from: https://linkinghub.elsevier.com/retrieve/pii/S0025619611600281Oguzulgen I, Ozis T, Gursel G. Is the fall in platelet count associated with intensive care unit acquired pneumonia? Swiss Med Wkly [Internet]. 2004 Jul 24; Available from: https://smw.ch/index.php/smw/article/view/395Burunsuzoğlu B, Saltürk C, Karakurt Z, Akkütük Öngel E, Berk Takır H, Kargın F, et al. Thrombocytopenia: A Risk Factor of Mortality for Patients with Sepsis in the Intensive Care Unit. Turkish Thorac J [Internet]. 2016 Jan 20;17(1):7–14. Available from: https://thoracrespract.org/articles/doi/ttj.17.1.002MA AC, KUBES P. Platelets, neutrophils, and neutrophil extracellular traps (NETs) in sepsis. J Thromb Haemost [Internet]. 2008 Mar;6(3):415–20. Available from: https://linkinghub.elsevier.com/retrieve/pii/S1538783622128114Shankar-Hari M, Phillips GS, Levy ML, Seymour CW, Liu VX, Deutschman CS, et al. Developing a New Definition and Assessing New Clinical Criteria for Septic Shock. JAMA [Internet]. 2016 Feb 23;315(8):775. Available from: http://jama.jamanetwork.com/article.aspx?doi=10.1001/jama.2016.0289Rudd KE, Johnson SC, Agesa KM, Shackelford KA, Tsoi D, Kievlan DR, et al. Global, regional, and national sepsis incidence and mortality, 1990–2017: analysis for the Global Burden of Disease Study. Lancet [Internet]. 2020 Jan;395(10219):200–11. Available from: https://linkinghub.elsevier.com/retrieve/pii/S0140673619329897Sakr Y, Elia C, Mascia L, Barberis B, Cardellino S, Livigni S, et al. The influence of gender on the epidemiology of and outcome from severe sepsis. Crit Care [Internet]. 2013 Mar 18;17(2):R50. Available from: https://ccforum.biomedcentral.com/articles/10.1186/cc12570Adrie C, Azoulay E, Francais A, Clec’h C, Darques L, Schwebel C, et al. Influence of Gender on the Outcome of Severe Sepsis. Chest [Internet]. 2007 Dec;132(6):1786–93. Available from: https://linkinghub.elsevier.com/retrieve/pii/S0012369215524483Padovani CM, Yin K. Immunosuppression in Sepsis: Biomarkers and Specialized Pro-Resolving Mediators. Biomedicines [Internet]. 2024 Jan 13;12(1):175. Available from: https://www.mdpi.com/2227-9059/12/1/175Boccardo P, Remuzzi G, Galbusera M. Platelet Dysfunction in Renal Failure. Semin Thromb Hemost [Internet]. 2004 Oct;30(5):579–89. Available from: http://www.thieme-connect.de/DOI/DOI?10.1055/s-2004-835678Escolar G, Díaz-Ricart M, Cases A. Uremic platelet dysfunction: past and present. Curr Hematol Rep. 2005;4(5):359–67Venkata C, Kashyap R, Farmer JC, Afessa B. Thrombocytopenia in adult patients with sepsis: incidence, risk factors, and its association with clinical outcome. J Intensive Care [Internet]. 2013 Dec 30;1(1):9. Available from: https://jintensivecare.biomedcentral.com/articles/10.1186/2052-0492-1-9de Stoppelaar S, van ’t Veer C, Poll T van der. The role of platelets in sepsis. Thromb Haemost [Internet]. 2014 Nov 20;112(10):666–77. Available from: http://www.thieme-connect.de/DOI/DOI?10.1160/TH14-02-0126Claushuis TAM, van Vught LA, Scicluna BP, Wiewel MA, Klein Klouwenberg PMC, Hoogendijk AJ, et al. Thrombocytopenia is associated with a dysregulated host response in critically ill sepsis patients. Blood [Internet]. 2016 Jun 16;127(24):3062–72. Available from: https://ashpublications.org/blood/article/127/24/3062/35448/Thrombocytopenia-is-associated-with-a-dysregulatedLisman T. Platelet–neutrophil interactions as drivers of inflammatory and thrombotic disease. Cell Tissue Res [Internet]. 2018 Mar 25;371(3):567–76. Available from: http://link.springer.com/10.1007/s00441-017-2727-4Gando S, Levi M, Toh CH. Disseminated intravascular coagulation. Nat Rev Dis Prim [Internet]. 2016 Jun 2;2(1):16037. Available from: https://www.nature.com/articles/nrdp201637Vanderschueren S, De Weerdt A, Malbrain M, Vankersschaever D, Frans E, Wilmer A, et al. Thrombocytopenia and prognosis in intensive care. Crit Care Med [Internet]. 2000 Jun;28(6):1871–6. Available from: http://journals.lww.com/00003246-200006000-00031Hofer S, Schlimp CJ, Casu S, Grouzi E. Management of Coagulopathy in Bleeding Patients. J Clin Med [Internet]. 2021 Dec 21;11(1):1. Available from: https://www.mdpi.com/2077-0383/11/1/1Kazama I, Endo Y, Toyama H, Ejima Y, Kurosawa S, Murata Y, et al. Compensatory Thrombopoietin Production from the Liver and Bone Marrow Stimulates Thrombopoiesis of Living Rat Megakaryocytes in Chronic Renal Failure. Nephron Extra [Internet]. 2011 Oct 22;1(1):147–56. Available from: https://karger.com/article/doi/10.1159/000333018Lutz J, Menke J, Sollinger D, Schinzel H, Thürmel K. Haemostasis in chronic kidney disease. Nephrol Dial Transplant [Internet]. 2014 Jan;29(1):29–40. Available from: https://academic.oup.com/ndt/article-lookup/doi/10.1093/ndt/gft209Gomchok D, Ge RL, Wuren T. Platelets in Renal Disease. Int J Mol Sci [Internet]. 2023 Sep 29;24(19):14724. Available from: https://www.mdpi.com/1422-0067/24/19/14724Li J, Kim K, Barazia A, Tseng A, Cho J. Platelet–neutrophil interactions under thromboinflammatory conditions. Cell Mol Life Sci [Internet]. 2015 Jul 4;72(14):2627–43. Available from: http://link.springer.com/10.1007/s00018-015-1845-ySchupp T, Weidner K, Rusnak J, Jawhar S, Forner J, Dulatahu F, et al. Diagnostic and prognostic role of platelets in patients with sepsis and septic shock. Platelets [Internet]. 2023 Dec 31;34(1). Available from: https://www.tandfonline.com/doi/full/10.1080/09537104.2022.2131753Delabranche X, Quenot JP, Lavigne T, Mercier E, François B, Severac F, et al. Early Detection of Disseminated Intravascular Coagulation During Septic Shock: A Multicenter Prospective Study. Crit Care Med [Internet]. 2016 Oct;44(10):e930–9. Available from: https://journals.lww.com/00003246-201610000-00034Delabranche X, Boisramé-Helms J, Asfar P, Berger A, Mootien Y, Lavigne T, et al. Microparticles are new biomarkers of septic shock-induced disseminated intravascular coagulopathy. Intensive Care Med [Internet]. 2013 Oct 21;39(10):1695–703. Available from: http://link.springer.com/10.1007/s00134-013-2993-xFinfer S. Clinical controversies in the management of critically ill patients with severe sepsis. Virulence [Internet]. 2014 Jan 6;5(1):200–5. Available from: http://www.tandfonline.com/doi/abs/10.4161/viru.25855van Vught LA, Holman R, de Jonge E, de Keizer NF, van der Poll T. Diabetes Is Not Associated With Increased 90-Day Mortality Risk in Critically Ill Patients With Sepsis. Crit Care Med [Internet]. 2017 Oct;45(10):e1026–35. Available from: https://journals.lww.com/00003246-201710000-00043Brunkhorst FM, Engel C, Bloos F, Meier-Hellmann A, Ragaller M, Weiler N, et al. Intensive Insulin Therapy and Pentastarch Resuscitation in Severe Sepsis. N Engl J Med [Internet]. 2008 Jan 10;358(2):125–39. Available from: http://www.nejm.org/doi/abs/10.1056/NEJMoa070716Argent AC, Kissoon N “Tex.” Mechanical Ventilation in Infection, Sepsis and Organ Failure. In: Pediatric and Neonatal Mechanical Ventilation [Internet]. Berlin, Heidelberg: Springer Berlin Heidelberg; 2015. p. 1369–84. Available from: http://link.springer.com/10.1007/978-3-642-01219-8_54Phua J, Weng L, Ling L, Egi M, Lim CM, Divatia JV, et al. Intensive care management of coronavirus disease 2019 (COVID-19): challenges and recommendations. Lancet Respir Med [Internet]. 2020 May;8(5):506–17. Available from: https://linkinghub.elsevier.com/retrieve/pii/S2213260020301612Fanning J, Panigada M, Li Bassi G. Nosocomial Pneumonia in the Mechanically Ventilated Patient. Semin Respir Crit Care Med [Internet]. 2022 Jun 17;43(03):426–39. Available from: http://www.thieme-connect.de/DOI/DOI?10.1055/s-0042-1749448THUMBNAILCASTELL.pdf.jpgCASTELL.pdf.jpgIM Thumbnailimage/jpeg11798http://repository.unilibre.edu.co/bitstream/10901/31525/4/CASTELL.pdf.jpgfbf06329fdaa83da18b5240a58c18538MD54CASTELL AUTORIZACIÓN.pdf.jpgCASTELL AUTORIZACIÓN.pdf.jpgIM Thumbnailimage/jpeg28858http://repository.unilibre.edu.co/bitstream/10901/31525/5/CASTELL%20AUTORIZACI%c3%93N.pdf.jpg374aabafe4ff69471a6181ece645ffdfMD55LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repository.unilibre.edu.co/bitstream/10901/31525/3/license.txt8a4605be74aa9ea9d79846c1fba20a33MD53ORIGINALCASTELL.pdfCASTELL.pdfArchivo del trabajo de gradoapplication/pdf1642611http://repository.unilibre.edu.co/bitstream/10901/31525/1/CASTELL.pdfdb7b64cdbfdf15b8b3fca54fc4fdc179MD51CASTELL AUTORIZACIÓN.pdfCASTELL AUTORIZACIÓN.pdfAutorización para la publicaciónapplication/pdf15639140http://repository.unilibre.edu.co/bitstream/10901/31525/2/CASTELL%20AUTORIZACI%c3%93N.pdfa9d67fd4c8560cd5930751da2b9d24eeMD5210901/31525oai:repository.unilibre.edu.co:10901/315252025-11-06 12:28:04.374Repositorio Institucional Unilibrerepositorio@unilibrebog.edu.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 |
