Prospective cohort study of incidence and risk factors for catheter-associated urinary tract infections in 145 intensive care units of 9 Latin American countries: INICC findings
Descripción del Articulo
Purpose: Identify urinary catheter (UC)-associated urinary tract infections (CAUTI) incidence and risk factors (RF) in Latin American Countries. Methods: From 01/01/2014 to 02/10/2022, we conducted a prospective cohort study in 145 ICUs of 67 hospitals in 35 cities in nine Latin American countries:...
| Autores: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
|---|---|
| Formato: | artículo |
| Fecha de Publicación: | 2023 |
| Institución: | Universidad Peruana de Ciencias Aplicadas |
| Repositorio: | UPC-Institucional |
| Lenguaje: | inglés |
| OAI Identifier: | oai:repositorioacademico.upc.edu.pe:10757/673131 |
| Enlace del recurso: | http://hdl.handle.net/10757/673131 |
| Nivel de acceso: | acceso embargado |
| Materia: | Catheter-associated urinary tract infections Incidence INICC Intensive care units Rates Risk factors |
| id |
UUPC_35f7b5c528a80fc1beb90bdd8a82d561 |
|---|---|
| oai_identifier_str |
oai:repositorioacademico.upc.edu.pe:10757/673131 |
| network_acronym_str |
UUPC |
| network_name_str |
UPC-Institucional |
| repository_id_str |
2670 |
| dc.title.es_PE.fl_str_mv |
Prospective cohort study of incidence and risk factors for catheter-associated urinary tract infections in 145 intensive care units of 9 Latin American countries: INICC findings |
| title |
Prospective cohort study of incidence and risk factors for catheter-associated urinary tract infections in 145 intensive care units of 9 Latin American countries: INICC findings |
| spellingShingle |
Prospective cohort study of incidence and risk factors for catheter-associated urinary tract infections in 145 intensive care units of 9 Latin American countries: INICC findings Yin, Ruijie Catheter-associated urinary tract infections Incidence INICC Intensive care units Rates Risk factors |
| title_short |
Prospective cohort study of incidence and risk factors for catheter-associated urinary tract infections in 145 intensive care units of 9 Latin American countries: INICC findings |
| title_full |
Prospective cohort study of incidence and risk factors for catheter-associated urinary tract infections in 145 intensive care units of 9 Latin American countries: INICC findings |
| title_fullStr |
Prospective cohort study of incidence and risk factors for catheter-associated urinary tract infections in 145 intensive care units of 9 Latin American countries: INICC findings |
| title_full_unstemmed |
Prospective cohort study of incidence and risk factors for catheter-associated urinary tract infections in 145 intensive care units of 9 Latin American countries: INICC findings |
| title_sort |
Prospective cohort study of incidence and risk factors for catheter-associated urinary tract infections in 145 intensive care units of 9 Latin American countries: INICC findings |
| author |
Yin, Ruijie |
| author_facet |
Yin, Ruijie Jin, Zhilin Lee, Brandon Hochahn Alvarez, Gustavo Andres Stagnaro, Juan Pablo Valderrama-Beltran, Sandra Liliana Gualtero, Sandra Milena Jiménez-Alvarez, Luisa Fernanda Reyes, Lidia Patricia Henao Rodas, Claudia Milena Gomez, Katherine Alarcon, Johana Aguilar Moreno, Lina Alejandra Bravo Ojeda, Juan Sebastian Cano Medina, Yuliana Andrea Chapeta Parada, Edwin Giovannny Zuniga Chavarria, Maria Adelia Quesada Mora, Ana Marcela Aguirre-Avalos, Guadalupe Mijangos-Méndez, Julio Cesar Sassoe-Gonzalez, Alejandro Millán-Castillo, Claudia Marisol Aleman-Bocanegra, Mary Cruz Echazarreta-Martínez, Clara Veronica Hernandez-Chena, Blanca Estela Jarad, Rajab Mohamed Abu Villegas-Mota, Maria Isabel Montoya-Malváez, Mildred Aguilar-de-Moros, Daisy Castaño-Guerra, Elizabeth Córdoba, Judith Castañeda-Sabogal, Alex Medeiros, Eduardo Alexandrino Fram, Dayana Dueñas, Lourdes Carreazo, Nilton Yhuri Salgado, Estuardo Rosenthal, Victor Daniel |
| author_role |
author |
| author2 |
Jin, Zhilin Lee, Brandon Hochahn Alvarez, Gustavo Andres Stagnaro, Juan Pablo Valderrama-Beltran, Sandra Liliana Gualtero, Sandra Milena Jiménez-Alvarez, Luisa Fernanda Reyes, Lidia Patricia Henao Rodas, Claudia Milena Gomez, Katherine Alarcon, Johana Aguilar Moreno, Lina Alejandra Bravo Ojeda, Juan Sebastian Cano Medina, Yuliana Andrea Chapeta Parada, Edwin Giovannny Zuniga Chavarria, Maria Adelia Quesada Mora, Ana Marcela Aguirre-Avalos, Guadalupe Mijangos-Méndez, Julio Cesar Sassoe-Gonzalez, Alejandro Millán-Castillo, Claudia Marisol Aleman-Bocanegra, Mary Cruz Echazarreta-Martínez, Clara Veronica Hernandez-Chena, Blanca Estela Jarad, Rajab Mohamed Abu Villegas-Mota, Maria Isabel Montoya-Malváez, Mildred Aguilar-de-Moros, Daisy Castaño-Guerra, Elizabeth Córdoba, Judith Castañeda-Sabogal, Alex Medeiros, Eduardo Alexandrino Fram, Dayana Dueñas, Lourdes Carreazo, Nilton Yhuri Salgado, Estuardo Rosenthal, Victor Daniel |
| author2_role |
author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author |
| dc.contributor.author.fl_str_mv |
Yin, Ruijie Jin, Zhilin Lee, Brandon Hochahn Alvarez, Gustavo Andres Stagnaro, Juan Pablo Valderrama-Beltran, Sandra Liliana Gualtero, Sandra Milena Jiménez-Alvarez, Luisa Fernanda Reyes, Lidia Patricia Henao Rodas, Claudia Milena Gomez, Katherine Alarcon, Johana Aguilar Moreno, Lina Alejandra Bravo Ojeda, Juan Sebastian Cano Medina, Yuliana Andrea Chapeta Parada, Edwin Giovannny Zuniga Chavarria, Maria Adelia Quesada Mora, Ana Marcela Aguirre-Avalos, Guadalupe Mijangos-Méndez, Julio Cesar Sassoe-Gonzalez, Alejandro Millán-Castillo, Claudia Marisol Aleman-Bocanegra, Mary Cruz Echazarreta-Martínez, Clara Veronica Hernandez-Chena, Blanca Estela Jarad, Rajab Mohamed Abu Villegas-Mota, Maria Isabel Montoya-Malváez, Mildred Aguilar-de-Moros, Daisy Castaño-Guerra, Elizabeth Córdoba, Judith Castañeda-Sabogal, Alex Medeiros, Eduardo Alexandrino Fram, Dayana Dueñas, Lourdes Carreazo, Nilton Yhuri Salgado, Estuardo Rosenthal, Victor Daniel |
| dc.subject.es_PE.fl_str_mv |
Catheter-associated urinary tract infections Incidence INICC Intensive care units Rates Risk factors |
| topic |
Catheter-associated urinary tract infections Incidence INICC Intensive care units Rates Risk factors |
| description |
Purpose: Identify urinary catheter (UC)-associated urinary tract infections (CAUTI) incidence and risk factors (RF) in Latin American Countries. Methods: From 01/01/2014 to 02/10/2022, we conducted a prospective cohort study in 145 ICUs of 67 hospitals in 35 cities in nine Latin American countries: Argentina, Brazil, Colombia, Costa Rica, Dominican Republic, Ecuador, Mexico, Panama, and Peru. To estimate CAUTI incidence, we used the number of UC-days as the denominator, and the number of CAUTIs as numerator. To estimate CAUTI RFs, we analyzed the following 10 variables using multiple logistic regression: gender, age, length of stay (LOS) before CAUTI acquisition, UC-days before CAUTI acquisition, UC-device utilization (DU) ratio, UC-type, hospitalizationtype, ICU type, facility ownership, and time period. Results: 31,631 patients, hospitalized for 214,669 patient-days, acquired 305 CAUTIs. The pooled CAUTI rate per 1000 UC-days was 2.58, for those using suprapubic catheters, it was 2.99, and for those with indwelling catheters, it was 2.21. The following variables were independently associated with CAUTI: age, rising risk 1% yearly (aOR = 1.01; 95% CI 1.01–1.02; p < 0.0001 female gender (aOR = 1.28; 95% CI 1.01–1.61; p = 0.04), LOS before CAUTI acquisition, rising risk 7% daily (aOR = 1.07; 95% CI 1.06–1.08; p < 0.0001, UC/DU ratio (aOR = 1.14; 95% CI 1.08–1.21; p < 0.0001, public facilities (aOR = 2.89; 95% CI 1.75–4.49; p < 0.0001. The periods 2014–2016 and 2017–2019 had significantly higher risks than the period 2020–2022. Suprapubic catheters showed similar risks as indwelling catheters. Conclusion: The following CAUTI RFs are unlikely to change: age, gender, hospitalization type, and facility ownership. Based on these findings, it is suggested to focus on reducing LOS, UC/DU ratio, and implementing evidence-based CAUTI prevention recommendations. |
| publishDate |
2023 |
| dc.date.accessioned.none.fl_str_mv |
2024-03-20T15:45:40Z |
| dc.date.available.none.fl_str_mv |
2024-03-20T15:45:40Z |
| dc.date.issued.fl_str_mv |
2023-12-01 |
| dc.type.es_PE.fl_str_mv |
info:eu-repo/semantics/article |
| format |
article |
| dc.identifier.issn.none.fl_str_mv |
07244983 |
| dc.identifier.doi.none.fl_str_mv |
10.1007/s00345-023-04645-z |
| dc.identifier.uri.none.fl_str_mv |
http://hdl.handle.net/10757/673131 |
| dc.identifier.eissn.none.fl_str_mv |
14338726 |
| dc.identifier.journal.es_PE.fl_str_mv |
World Journal of Urology |
| dc.identifier.eid.none.fl_str_mv |
2-s2.0-85178205853 |
| dc.identifier.scopusid.none.fl_str_mv |
SCOPUS_ID:85178205853 |
| dc.identifier.isni.none.fl_str_mv |
0000 0001 2196 144X |
| dc.identifier.ror.none.fl_str_mv |
047xrr705 |
| identifier_str_mv |
07244983 10.1007/s00345-023-04645-z 14338726 World Journal of Urology 2-s2.0-85178205853 SCOPUS_ID:85178205853 0000 0001 2196 144X 047xrr705 |
| url |
http://hdl.handle.net/10757/673131 |
| dc.language.iso.es_PE.fl_str_mv |
eng |
| language |
eng |
| dc.rights.es_PE.fl_str_mv |
info:eu-repo/semantics/embargoedAccess |
| eu_rights_str_mv |
embargoedAccess |
| dc.format.es_PE.fl_str_mv |
application/html |
| dc.publisher.es_PE.fl_str_mv |
Springer Science and Business Media Deutschland GmbH |
| dc.source.es_PE.fl_str_mv |
Universidad Peruana de Ciencias Aplicadas (UPC) Repositorio Academico - UPC |
| dc.source.none.fl_str_mv |
reponame:UPC-Institucional instname:Universidad Peruana de Ciencias Aplicadas instacron:UPC |
| instname_str |
Universidad Peruana de Ciencias Aplicadas |
| instacron_str |
UPC |
| institution |
UPC |
| reponame_str |
UPC-Institucional |
| collection |
UPC-Institucional |
| dc.source.journaltitle.none.fl_str_mv |
World Journal of Urology |
| dc.source.volume.none.fl_str_mv |
41 |
| dc.source.issue.none.fl_str_mv |
12 |
| dc.source.beginpage.none.fl_str_mv |
3599 |
| dc.source.endpage.none.fl_str_mv |
3609 |
| bitstream.url.fl_str_mv |
https://repositorioacademico.upc.edu.pe/bitstream/10757/673131/1/license.txt |
| bitstream.checksum.fl_str_mv |
8a4605be74aa9ea9d79846c1fba20a33 |
| bitstream.checksumAlgorithm.fl_str_mv |
MD5 |
| repository.name.fl_str_mv |
Repositorio académico upc |
| repository.mail.fl_str_mv |
upc@openrepository.com |
| _version_ |
1846066004029865984 |
| spelling |
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, RuijieJin, ZhilinLee, Brandon HochahnAlvarez, Gustavo AndresStagnaro, Juan PabloValderrama-Beltran, Sandra LilianaGualtero, Sandra MilenaJiménez-Alvarez, Luisa FernandaReyes, Lidia PatriciaHenao Rodas, Claudia MilenaGomez, KatherineAlarcon, JohanaAguilar Moreno, Lina AlejandraBravo Ojeda, Juan SebastianCano Medina, Yuliana AndreaChapeta Parada, Edwin GiovannnyZuniga Chavarria, Maria AdeliaQuesada Mora, Ana MarcelaAguirre-Avalos, GuadalupeMijangos-Méndez, Julio CesarSassoe-Gonzalez, AlejandroMillán-Castillo, Claudia MarisolAleman-Bocanegra, Mary CruzEchazarreta-Martínez, Clara VeronicaHernandez-Chena, Blanca EstelaJarad, Rajab Mohamed AbuVillegas-Mota, Maria IsabelMontoya-Malváez, MildredAguilar-de-Moros, DaisyCastaño-Guerra, ElizabethCórdoba, JudithCastañeda-Sabogal, AlexMedeiros, Eduardo AlexandrinoFram, DayanaDueñas, LourdesCarreazo, Nilton YhuriSalgado, EstuardoRosenthal, Victor Daniel2024-03-20T15:45:40Z2024-03-20T15:45:40Z2023-12-010724498310.1007/s00345-023-04645-zhttp://hdl.handle.net/10757/67313114338726World Journal of Urology2-s2.0-85178205853SCOPUS_ID:851782058530000 0001 2196 144X047xrr705Purpose: Identify urinary catheter (UC)-associated urinary tract infections (CAUTI) incidence and risk factors (RF) in Latin American Countries. Methods: From 01/01/2014 to 02/10/2022, we conducted a prospective cohort study in 145 ICUs of 67 hospitals in 35 cities in nine Latin American countries: Argentina, Brazil, Colombia, Costa Rica, Dominican Republic, Ecuador, Mexico, Panama, and Peru. To estimate CAUTI incidence, we used the number of UC-days as the denominator, and the number of CAUTIs as numerator. To estimate CAUTI RFs, we analyzed the following 10 variables using multiple logistic regression: gender, age, length of stay (LOS) before CAUTI acquisition, UC-days before CAUTI acquisition, UC-device utilization (DU) ratio, UC-type, hospitalizationtype, ICU type, facility ownership, and time period. Results: 31,631 patients, hospitalized for 214,669 patient-days, acquired 305 CAUTIs. The pooled CAUTI rate per 1000 UC-days was 2.58, for those using suprapubic catheters, it was 2.99, and for those with indwelling catheters, it was 2.21. The following variables were independently associated with CAUTI: age, rising risk 1% yearly (aOR = 1.01; 95% CI 1.01–1.02; p < 0.0001 female gender (aOR = 1.28; 95% CI 1.01–1.61; p = 0.04), LOS before CAUTI acquisition, rising risk 7% daily (aOR = 1.07; 95% CI 1.06–1.08; p < 0.0001, UC/DU ratio (aOR = 1.14; 95% CI 1.08–1.21; p < 0.0001, public facilities (aOR = 2.89; 95% CI 1.75–4.49; p < 0.0001. The periods 2014–2016 and 2017–2019 had significantly higher risks than the period 2020–2022. Suprapubic catheters showed similar risks as indwelling catheters. Conclusion: The following CAUTI RFs are unlikely to change: age, gender, hospitalization type, and facility ownership. Based on these findings, it is suggested to focus on reducing LOS, UC/DU ratio, and implementing evidence-based CAUTI prevention recommendations.Revisión por paresODS 3: Salud y bienestarODS 9: Industria, innovación e infraestructuraODS 10: Reducción de las desigualdadesapplication/htmlengSpringer Science and Business Media Deutschland GmbHinfo:eu-repo/semantics/embargoedAccessUniversidad Peruana de Ciencias Aplicadas (UPC)Repositorio Academico - UPCWorld Journal of Urology411235993609reponame:UPC-Institucionalinstname:Universidad Peruana de Ciencias Aplicadasinstacron:UPCCatheter-associated urinary tract infectionsIncidenceINICCIntensive care unitsRatesRisk factorsProspective cohort study of incidence and risk factors for catheter-associated urinary tract infections in 145 intensive care units of 9 Latin American countries: INICC findingsinfo:eu-repo/semantics/articleLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorioacademico.upc.edu.pe/bitstream/10757/673131/1/license.txt8a4605be74aa9ea9d79846c1fba20a33MD51false10757/673131oai:repositorioacademico.upc.edu.pe:10757/6731312024-07-27 15:10:49.34Repositorio académico upcupc@openrepository.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 |
| score |
13.915584 |
Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).