PLHER (radio plaquetas/hematocrito): una herramienta para discriminar pacientes adultos atendidos en la sala de emergencias con o sin sangrado agudo.

Objetivo. La aproximación al diagnóstico de sangrado agudo (SA) manifestado con síntomas inespecíficos, utilizando el hematocrito como laboratorio de apoyo es un reto en la Sala de Emergencias (SE). Se compararon las capacidades operativas del hematocrito y radio plaqueta/hematocrito (PLHER) para discriminar pacientes con SA. Métodos. Con un diseño de precisión diagnóstica, se compararon pacientes con y sin SA atendidos en la SE de la Clínica del Occidente S.A. durante el 2017. El espectro de enfermedad (EDx) incluyó controles negativos[grupo_0], población general con o sin trauma ortopédico cerrado[grupos_1-2], pacientes con trauma ortopédico cerrado [grupo_3], con SA ginecológico [grupo_4], SA gastrointestinal [grupo_5] y controles positi... Ver más

Guardado en:

0121-2133

2500-7181

25

2020-01-31

21

27

Aníbal A. Teherán - 2019

http://purl.org/coar/access_right/c_abf2

info:eu-repo/semantics/openAccess

id 382ba16652581704653e40b9c4941f9a
record_format ojs
spelling PLHER (radio plaquetas/hematocrito): una herramienta para discriminar pacientes adultos atendidos en la sala de emergencias con o sin sangrado agudo.
Mondal H, Budh DP. Hematocrit (HCT) [Updated 2019 Jun 3]. In: StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing; 2019 Jan-. Available from: https://www.ncbi.nlm.nih.gov/books/NBK542276/
Aníbal A. Teherán - 2019
Kumar R, Mills AM. Gastrointestinal bleeding. Emerg Med Clin North Am. 2011 May;29(2):239-52, viii. doi: 10.1016/j.emc.2011.01.003.
Whitaker L, Critchley HO. Abnormal uterine bleeding. Best Pract Res Clin Obstet Gynaecol. 2016 Jul;34:54-65. doi: 10.1016/j.bpobgyn.2015.11.012.
Özgönenel B, Zia A, Callaghan MU, Chitlur M, Rajpurkar M, Lusher JM. Emergency department visits in children with hemophilia. Pediatr Blood Cancer. 2013 Jul;60(7):1188-91. doi: 10.1002/pbc.24401.
Rubboli A, Becattini C, Verheugt FW. Incidence, clinical impact and risk of bleeding during oral anticoagulation therapy. World J Cardiol. 2011 Nov 26;3(11):351-8. doi: 10.4330/wjc.v3.i11.351.
Lawton LD, Roncal S, Leonard E, Stack A, Dinh MM, Byrne CM, et al. The utility of Advanced Trauma Life Support (ATLS) clinical shock grading in assessment of trauma. Emerg Med J. 2014 May;31(5):384-9. doi: 10.1136/emermed-2012-201813.
Rose JS, Bair AE, Mandavia D, Kinser DJ. The UHP Ultrasound Protocol: A Novel Ultrasound Approach to the Empiric Evaluation of the Undifferentiated Hypotensive Patient. Am J Emerg Med. 2001;19:299-302.
Tomizawa M, Shinozaki F, Hasegawa R, Shirai Y, Motoyoshi Y, Sugiyama T, et al. Patient characteristics with high or low blood urea nitrogen in upper gastrointestinal bleeding. World J Gastroenterol. 2015 Jun 28;21(24):7500-5. doi: 10.3748/wjg.v21.i24.7500.
Ernst AA, Haynes ML, Nick TG, Weiss SJ. Usefulness of the blood urea nitrogen/creatinine ratio in gastrointestinal bleeding. Am J Emerg Med. 1999 Jan;17(1):70-2.
Stanley Adrian J, Laine Loren, Dalton Harry R, Ngu Jing H, Schultz Michael, Abazi Roseta et al. Comparison of risk scoring systems for patients presenting with upper gastrointestinal bleeding: international multicentre prospective study BMJ 2017; 356 :i6432
Institute of Medicine (US) Committee on Fluid Resuscitation for Combat Casualties; Pope A, French G, Longnecker DE, editors. Fluid Resuscitation: State of the Science for Treating Combat Casualties and Civilian Injuries. Washington (DC): National Academies Press (US); 1999. 2, Pathophysiology of Acute Hemorrhagic Shock. Available from: https://www.ncbi.nlm.nih.gov/books/NBK224592/
Mei Z, Shi L, Wang B, Yang J, Xiao Z, Du P, et al. Prognostic role of pretreatment blood neutrophil-to-lymphocyte ratio in advanced cancer survivors: A systematic review and meta-analysis of 66 cohort studies. Cancer Treat Rev. 2017 Jul;58:1-13. doi: 10.1016/j.ctrv.2017.05.005.
Karakonstantis S, Kalemaki D. Neutrophil to Lymphocyte Ratio As a Risk Stratification Tool for Older Adults with Pneumonia. J Am Geriatr Soc. 2017 Nov 20. doi: 10.1111/jgs.15206.
Gale AJ. Continuing education course #2: current understanding of hemostasis. Toxicol Pathol. 2011 Jan;39(1):273-80. doi: 10.1177/0192623310389474.
Taghavi S, Askari R. Hypovolemic Shock. [Updated 2019 Jun 18]. In: StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing; 2019 Jan-. Available from: https://www.ncbi.nlm.nih.gov/books/NBK513297/
Español
http://purl.org/coar/resource_type/c_6501
Text
http://purl.org/coar/access_right/c_abf2
info:eu-repo/semantics/openAccess
http://purl.org/coar/version/c_970fb48d4fbd8a85
info:eu-repo/semantics/publishedVersion
http://purl.org/redcol/resource_type/ARTREF
info:eu-repo/semantics/article
Balderas V, Bhore R, Lara LF, Spesivtseva J, Rockey DC. The hematocrit level in upper gastrointestinal hemorrhage: safety of endoscopy and outcomes. Am J Med. 2011 Oct;124(10):970-6. doi: 10.1016/j.amjmed.2011.04.032.
Spahn DR, Bouillon B, Cerny V, Duranteau J, Filipescu D, Hunt BJ, et al. The European guideline on management of major bleeding and coagulopathy following trauma: fifth edition. Crit Care. 2019 Mar 27;23(1):98. doi: 10.1186/s13054-019-2347-3.
Quintó L, Aponte JJ, Menéndez C, Sacarlal J, Aide P, Espasa M, et al. Relationship between haemoglobin and haematocrit in the definition of anaemia. Trop Med Int Health. 2006 Aug;11(8):1295-302.
Cannon JW. Hemorrhagic Shock. N Engl J Med. 2018 Jan 25;378(4):370-379. doi: 10.1056/NEJMra1705649.
Figueiredo S, Taconet C, Harrois A, Hamada S, Gauss T, Raux M, et al. How useful are hemoglobin concentration and its variations to predict significant hemorrhage in the early phase of trauma? A multicentric cohort study. Ann Intensive Care. 2018 Jul 6;8(1):76. doi: 10.1186/s13613-018-0420-8.
Takanishi DM, Yu M, Lurie F, Biuk-Aghai E, Yamauchi H, Ho HC, et al. Peripheral blood hematocrit in critically ill surgical patients: an imprecise surrogate of true red blood cell volume. Anesth Analg. 2008 Jun;106(6):1808-12. doi: 10.1213/ane.0b013e3181731d7c.
Valeri CR, Dennis RC, Ragno G, Macgregor H, Menzoian JO, Khuri SF. Limitations of the hematocrit level to assess the need for red blood cell transfusion in hypovolemic anemic patients. Transfusion. 2006 Mar;46(3):365-71.
https://creativecommons.org/licenses/by-nc-sa/4.0/
Publication
https://revistas.juanncorpas.edu.co/index.php/cuarzo/article/view/443
Precisión diagnóstica
Objetivo. La aproximación al diagnóstico de sangrado agudo (SA) manifestado con síntomas inespecíficos, utilizando el hematocrito como laboratorio de apoyo es un reto en la Sala de Emergencias (SE). Se compararon las capacidades operativas del hematocrito y radio plaqueta/hematocrito (PLHER) para discriminar pacientes con SA. Métodos. Con un diseño de precisión diagnóstica, se compararon pacientes con y sin SA atendidos en la SE de la Clínica del Occidente S.A. durante el 2017. El espectro de enfermedad (EDx) incluyó controles negativos[grupo_0], población general con o sin trauma ortopédico cerrado[grupos_1-2], pacientes con trauma ortopédico cerrado [grupo_3], con SA ginecológico [grupo_4], SA gastrointestinal [grupo_5] y controles positivos [grupos_6-7]. Se compararon las capacidades operativas del PLHER y hematocrito para discriminar pacientes con SA. Resultados. 655 pacientes fueron seleccionados, principalmente hombres. No hubo diferencias entre las medianas de hematocrito del grupo_0 con los grupos 1-2; comparado con el grupo 0, la mediana del PLHER fue mayor en todos los grupos del EDx. (p:<0.05). Con los puntos de corte ≥6.037 y ≥6.348 el AUC del PLHER para discriminar pacientes con posible SA [grupos 1-3] o cualquier grupo del EDx [grupos 1-7] fue 0.709 y 0.766, respectivamente. Los AUC del hematocrito para discriminar pacientes con posible SA o cualquier grupo del EDx fueron 0.682 y 0.755, respectivamente. Discusión. El PLHER presentó mejores capacidades operativas que el hematocrito para discriminar pacientes con SA. Podría ser útil para identificar pacientes con SA atendidos con signos y síntomas inespecíficos en la SE.
Teherán, Aníbal A.
Ochoa, Andrés
Pombo, Luis Miguel
Núñez, Daniel M.
Gómez, Oscar L.
Ávila, Albert A.
Guerrero, Luis G.
Montoya, Norma
Sangrado agudo
PLHER
Emergencias
Hematocrito
Hemorragia
25
Revista Cuarzo
Artículo de revista
2
application/pdf
Fundación Universitaria Juan N. Corpas
Journal article
“PLHER" (Platelet / Hematocrit Ratio): A tool to discriminate adult patients assisted at emergency room with or without acute bleeding.
Aim. The diagnosis of acute bleeding (AB), manifested with non-specific, using hematocrit, as a support laboratory is a challenge in the Emergency Room (ER). Ratio platelet / hematocrit (PLHER) operational capabilities to discriminate patients with AB were compared. Methods. With a diagnostic accuracy design, patients with and without AB treated in the ER of Clínica del Occidente S.A. were compared, during 2017. The disease spectrum (EDx) included negative controls [group_0], general public with or without closed orthopedic injuries [groups_1-2], patients with closed orthopedic injuries [group_3], with gynecological AB [group_4], gastrointestinal [group_5] and positive controls [groups_6-7]. It was compared the operational capabilities of PLHER and hematocrit to discriminate patients with AB. Results. 655 patients were selected, mainly men. None differences were observed between hematocrit medians of group_0 and groups_1-2. Compared to group_0, the median PLHER was higher in all EDx groups (p:<0.05). The AUC of the PLHER, to discriminate patients with possible AB [groups 1-3] or any group of the EDx were 0.709 and 0.766, respectively, considering the cut-off points ≥6.037 and ≥6.348.  The AUC of the hematocrit to discriminate patients with possible AB or any group of EDx were 0.682 and 0.755, respectively. Discussion. The PLHER showed better operational capabilities than hematocrit to discriminate patients with AB. It could be a useful tool to identify patients
Emergencies
Hemorrhage, Diagnostic accuracy
Hematocrit
PLHER
Acute bleeding
2500-7181
0121-2133
2020-01-31
21
27
https://revistas.juanncorpas.edu.co/index.php/cuarzo/article/download/443/423
2020-01-31T08:16:38Z
2020-01-31T08:16:38Z
10.26752/cuarzo.v25.n2.443
https://doi.org/10.26752/cuarzo.v25.n2.443
institution FUNDACION UNIVERSITARIA JUAN N. CORPAS
thumbnail https://nuevo.metarevistas.org/FUNDACIONUNIVERSITARIAJUANN.CORPAS/logo.png
country_str Colombia
collection Revista Cuarzo
title PLHER (radio plaquetas/hematocrito): una herramienta para discriminar pacientes adultos atendidos en la sala de emergencias con o sin sangrado agudo.
spellingShingle PLHER (radio plaquetas/hematocrito): una herramienta para discriminar pacientes adultos atendidos en la sala de emergencias con o sin sangrado agudo.
Teherán, Aníbal A.
Ochoa, Andrés
Pombo, Luis Miguel
Núñez, Daniel M.
Gómez, Oscar L.
Ávila, Albert A.
Guerrero, Luis G.
Montoya, Norma
Precisión diagnóstica
Sangrado agudo
PLHER
Emergencias
Hematocrito
Hemorragia
Emergencies
Hemorrhage, Diagnostic accuracy
Hematocrit
PLHER
Acute bleeding
title_short PLHER (radio plaquetas/hematocrito): una herramienta para discriminar pacientes adultos atendidos en la sala de emergencias con o sin sangrado agudo.
title_full PLHER (radio plaquetas/hematocrito): una herramienta para discriminar pacientes adultos atendidos en la sala de emergencias con o sin sangrado agudo.
title_fullStr PLHER (radio plaquetas/hematocrito): una herramienta para discriminar pacientes adultos atendidos en la sala de emergencias con o sin sangrado agudo.
title_full_unstemmed PLHER (radio plaquetas/hematocrito): una herramienta para discriminar pacientes adultos atendidos en la sala de emergencias con o sin sangrado agudo.
title_sort plher (radio plaquetas/hematocrito): una herramienta para discriminar pacientes adultos atendidos en la sala de emergencias con o sin sangrado agudo.
title_eng “PLHER" (Platelet / Hematocrit Ratio): A tool to discriminate adult patients assisted at emergency room with or without acute bleeding.
description Objetivo. La aproximación al diagnóstico de sangrado agudo (SA) manifestado con síntomas inespecíficos, utilizando el hematocrito como laboratorio de apoyo es un reto en la Sala de Emergencias (SE). Se compararon las capacidades operativas del hematocrito y radio plaqueta/hematocrito (PLHER) para discriminar pacientes con SA. Métodos. Con un diseño de precisión diagnóstica, se compararon pacientes con y sin SA atendidos en la SE de la Clínica del Occidente S.A. durante el 2017. El espectro de enfermedad (EDx) incluyó controles negativos[grupo_0], población general con o sin trauma ortopédico cerrado[grupos_1-2], pacientes con trauma ortopédico cerrado [grupo_3], con SA ginecológico [grupo_4], SA gastrointestinal [grupo_5] y controles positivos [grupos_6-7]. Se compararon las capacidades operativas del PLHER y hematocrito para discriminar pacientes con SA. Resultados. 655 pacientes fueron seleccionados, principalmente hombres. No hubo diferencias entre las medianas de hematocrito del grupo_0 con los grupos 1-2; comparado con el grupo 0, la mediana del PLHER fue mayor en todos los grupos del EDx. (p:<0.05). Con los puntos de corte ≥6.037 y ≥6.348 el AUC del PLHER para discriminar pacientes con posible SA [grupos 1-3] o cualquier grupo del EDx [grupos 1-7] fue 0.709 y 0.766, respectivamente. Los AUC del hematocrito para discriminar pacientes con posible SA o cualquier grupo del EDx fueron 0.682 y 0.755, respectivamente. Discusión. El PLHER presentó mejores capacidades operativas que el hematocrito para discriminar pacientes con SA. Podría ser útil para identificar pacientes con SA atendidos con signos y síntomas inespecíficos en la SE.
description_eng Aim. The diagnosis of acute bleeding (AB), manifested with non-specific, using hematocrit, as a support laboratory is a challenge in the Emergency Room (ER). Ratio platelet / hematocrit (PLHER) operational capabilities to discriminate patients with AB were compared. Methods. With a diagnostic accuracy design, patients with and without AB treated in the ER of Clínica del Occidente S.A. were compared, during 2017. The disease spectrum (EDx) included negative controls [group_0], general public with or without closed orthopedic injuries [groups_1-2], patients with closed orthopedic injuries [group_3], with gynecological AB [group_4], gastrointestinal [group_5] and positive controls [groups_6-7]. It was compared the operational capabilities of PLHER and hematocrit to discriminate patients with AB. Results. 655 patients were selected, mainly men. None differences were observed between hematocrit medians of group_0 and groups_1-2. Compared to group_0, the median PLHER was higher in all EDx groups (p:<0.05). The AUC of the PLHER, to discriminate patients with possible AB [groups 1-3] or any group of the EDx were 0.709 and 0.766, respectively, considering the cut-off points ≥6.037 and ≥6.348.  The AUC of the hematocrit to discriminate patients with possible AB or any group of EDx were 0.682 and 0.755, respectively. Discussion. The PLHER showed better operational capabilities than hematocrit to discriminate patients with AB. It could be a useful tool to identify patients
author Teherán, Aníbal A.
Ochoa, Andrés
Pombo, Luis Miguel
Núñez, Daniel M.
Gómez, Oscar L.
Ávila, Albert A.
Guerrero, Luis G.
Montoya, Norma
author_facet Teherán, Aníbal A.
Ochoa, Andrés
Pombo, Luis Miguel
Núñez, Daniel M.
Gómez, Oscar L.
Ávila, Albert A.
Guerrero, Luis G.
Montoya, Norma
topicspa_str_mv Precisión diagnóstica
Sangrado agudo
PLHER
Emergencias
Hematocrito
Hemorragia
topic Precisión diagnóstica
Sangrado agudo
PLHER
Emergencias
Hematocrito
Hemorragia
Emergencies
Hemorrhage, Diagnostic accuracy
Hematocrit
PLHER
Acute bleeding
topic_facet Precisión diagnóstica
Sangrado agudo
PLHER
Emergencias
Hematocrito
Hemorragia
Emergencies
Hemorrhage, Diagnostic accuracy
Hematocrit
PLHER
Acute bleeding
citationvolume 25
citationissue 2
publisher Fundación Universitaria Juan N. Corpas
ispartofjournal Revista Cuarzo
source https://revistas.juanncorpas.edu.co/index.php/cuarzo/article/view/443
language Español
format Article
rights Aníbal A. Teherán - 2019
http://purl.org/coar/access_right/c_abf2
info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/4.0/
references Mondal H, Budh DP. Hematocrit (HCT) [Updated 2019 Jun 3]. In: StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing; 2019 Jan-. Available from: https://www.ncbi.nlm.nih.gov/books/NBK542276/
Kumar R, Mills AM. Gastrointestinal bleeding. Emerg Med Clin North Am. 2011 May;29(2):239-52, viii. doi: 10.1016/j.emc.2011.01.003.
Whitaker L, Critchley HO. Abnormal uterine bleeding. Best Pract Res Clin Obstet Gynaecol. 2016 Jul;34:54-65. doi: 10.1016/j.bpobgyn.2015.11.012.
Özgönenel B, Zia A, Callaghan MU, Chitlur M, Rajpurkar M, Lusher JM. Emergency department visits in children with hemophilia. Pediatr Blood Cancer. 2013 Jul;60(7):1188-91. doi: 10.1002/pbc.24401.
Rubboli A, Becattini C, Verheugt FW. Incidence, clinical impact and risk of bleeding during oral anticoagulation therapy. World J Cardiol. 2011 Nov 26;3(11):351-8. doi: 10.4330/wjc.v3.i11.351.
Lawton LD, Roncal S, Leonard E, Stack A, Dinh MM, Byrne CM, et al. The utility of Advanced Trauma Life Support (ATLS) clinical shock grading in assessment of trauma. Emerg Med J. 2014 May;31(5):384-9. doi: 10.1136/emermed-2012-201813.
Rose JS, Bair AE, Mandavia D, Kinser DJ. The UHP Ultrasound Protocol: A Novel Ultrasound Approach to the Empiric Evaluation of the Undifferentiated Hypotensive Patient. Am J Emerg Med. 2001;19:299-302.
Tomizawa M, Shinozaki F, Hasegawa R, Shirai Y, Motoyoshi Y, Sugiyama T, et al. Patient characteristics with high or low blood urea nitrogen in upper gastrointestinal bleeding. World J Gastroenterol. 2015 Jun 28;21(24):7500-5. doi: 10.3748/wjg.v21.i24.7500.
Ernst AA, Haynes ML, Nick TG, Weiss SJ. Usefulness of the blood urea nitrogen/creatinine ratio in gastrointestinal bleeding. Am J Emerg Med. 1999 Jan;17(1):70-2.
Stanley Adrian J, Laine Loren, Dalton Harry R, Ngu Jing H, Schultz Michael, Abazi Roseta et al. Comparison of risk scoring systems for patients presenting with upper gastrointestinal bleeding: international multicentre prospective study BMJ 2017; 356 :i6432
Institute of Medicine (US) Committee on Fluid Resuscitation for Combat Casualties; Pope A, French G, Longnecker DE, editors. Fluid Resuscitation: State of the Science for Treating Combat Casualties and Civilian Injuries. Washington (DC): National Academies Press (US); 1999. 2, Pathophysiology of Acute Hemorrhagic Shock. Available from: https://www.ncbi.nlm.nih.gov/books/NBK224592/
Mei Z, Shi L, Wang B, Yang J, Xiao Z, Du P, et al. Prognostic role of pretreatment blood neutrophil-to-lymphocyte ratio in advanced cancer survivors: A systematic review and meta-analysis of 66 cohort studies. Cancer Treat Rev. 2017 Jul;58:1-13. doi: 10.1016/j.ctrv.2017.05.005.
Karakonstantis S, Kalemaki D. Neutrophil to Lymphocyte Ratio As a Risk Stratification Tool for Older Adults with Pneumonia. J Am Geriatr Soc. 2017 Nov 20. doi: 10.1111/jgs.15206.
Gale AJ. Continuing education course #2: current understanding of hemostasis. Toxicol Pathol. 2011 Jan;39(1):273-80. doi: 10.1177/0192623310389474.
Taghavi S, Askari R. Hypovolemic Shock. [Updated 2019 Jun 18]. In: StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing; 2019 Jan-. Available from: https://www.ncbi.nlm.nih.gov/books/NBK513297/
Balderas V, Bhore R, Lara LF, Spesivtseva J, Rockey DC. The hematocrit level in upper gastrointestinal hemorrhage: safety of endoscopy and outcomes. Am J Med. 2011 Oct;124(10):970-6. doi: 10.1016/j.amjmed.2011.04.032.
Spahn DR, Bouillon B, Cerny V, Duranteau J, Filipescu D, Hunt BJ, et al. The European guideline on management of major bleeding and coagulopathy following trauma: fifth edition. Crit Care. 2019 Mar 27;23(1):98. doi: 10.1186/s13054-019-2347-3.
Quintó L, Aponte JJ, Menéndez C, Sacarlal J, Aide P, Espasa M, et al. Relationship between haemoglobin and haematocrit in the definition of anaemia. Trop Med Int Health. 2006 Aug;11(8):1295-302.
Cannon JW. Hemorrhagic Shock. N Engl J Med. 2018 Jan 25;378(4):370-379. doi: 10.1056/NEJMra1705649.
Figueiredo S, Taconet C, Harrois A, Hamada S, Gauss T, Raux M, et al. How useful are hemoglobin concentration and its variations to predict significant hemorrhage in the early phase of trauma? A multicentric cohort study. Ann Intensive Care. 2018 Jul 6;8(1):76. doi: 10.1186/s13613-018-0420-8.
Takanishi DM, Yu M, Lurie F, Biuk-Aghai E, Yamauchi H, Ho HC, et al. Peripheral blood hematocrit in critically ill surgical patients: an imprecise surrogate of true red blood cell volume. Anesth Analg. 2008 Jun;106(6):1808-12. doi: 10.1213/ane.0b013e3181731d7c.
Valeri CR, Dennis RC, Ragno G, Macgregor H, Menzoian JO, Khuri SF. Limitations of the hematocrit level to assess the need for red blood cell transfusion in hypovolemic anemic patients. Transfusion. 2006 Mar;46(3):365-71.
type_driver info:eu-repo/semantics/article
type_coar http://purl.org/coar/resource_type/c_6501
type_version info:eu-repo/semantics/publishedVersion
type_coarversion http://purl.org/coar/version/c_970fb48d4fbd8a85
type_content Text
publishDate 2020-01-31
date_accessioned 2020-01-31T08:16:38Z
date_available 2020-01-31T08:16:38Z
url https://revistas.juanncorpas.edu.co/index.php/cuarzo/article/view/443
url_doi https://doi.org/10.26752/cuarzo.v25.n2.443
issn 0121-2133
eissn 2500-7181
doi 10.26752/cuarzo.v25.n2.443
citationstartpage 21
citationendpage 27
url2_str_mv https://revistas.juanncorpas.edu.co/index.php/cuarzo/article/download/443/423
_version_ 1797159693133545472