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Wang W, Wang X, Huang Y, Zhao Y, Fang X, Cong Y, Tang Z, Chen L, Zhong J, Li R, Guo Z, Zhang Y, Li S. Raman spectrum combined with deep learning for precise recognition of Carbapenem-resistant Enterobacteriaceae. Anal Bioanal Chem 2024:10.1007/s00216-024-05209-9. [PMID: 38383664 DOI: 10.1007/s00216-024-05209-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Revised: 02/08/2024] [Accepted: 02/16/2024] [Indexed: 02/23/2024]
Abstract
Carbapenem-resistant Enterobacteriaceae (CRE) is a major pathogen that poses a serious threat to human health. Unfortunately, currently, there are no effective measures to curb its rapid development. To address this, an in-depth study on the surface-enhanced Raman spectroscopy (SERS) of 22 strains of 7 categories of CRE using a gold silver composite SERS substrate was conducted. The residual networks with an attention mechanism to classify the SERS spectrum from three perspectives (pathogenic bacteria type, enzyme-producing subtype, and sensitive antibiotic type) were performed. The results show that the SERS spectrum measured by the composite SERS substrate was repeatable and consistent. The SERS spectrum of CRE showed varying degrees of species differences, and the strain difference in the SERS spectrum of CRE was closely related to the type of enzyme-producing subtype. The introduced attention mechanism improved the classification accuracy of the residual network (ResNet) model. The accuracy of CRE classification for different strains and enzyme-producing subtypes reached 94.0% and 96.13%, respectively. The accuracy of CRE classification by pathogen sensitive antibiotic combination reached 93.9%. This study is significant for guiding antibiotic use in CRE infection, as the sensitive antibiotic used in treatment can be predicted directly by measuring CRE spectra. Our study demonstrates the potential of combining SERS with deep learning algorithms to identify CRE without culture labels and classify its sensitive antibiotics. This approach provides a new idea for rapid and accurate clinical detection of CRE and has important significance for alleviating the rapid development of resistance to CRE.
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Affiliation(s)
- Wen Wang
- Dongguan Key Laboratory of Medical Electronics and Medical Imaging Equipment, Guangdong Medical University Dongguan First Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, 523808, Guangdong, China
| | - Xin Wang
- Dongguan Key Laboratory of Medical Electronics and Medical Imaging Equipment, Guangdong Medical University Dongguan First Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, 523808, Guangdong, China
| | - Ya Huang
- Donghua Hospital Laboratory Department, Dongguan, 523808, Guangdong, China
| | - Yi Zhao
- Dongguan Key Laboratory of Environmental Medicine, School of Basic Medicine, Guangdong Medical University, Dongguan, 523808, Guangdong, China
| | - Xianglin Fang
- Dongguan Key Laboratory of Medical Electronics and Medical Imaging Equipment, Guangdong Medical University Dongguan First Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, 523808, Guangdong, China
| | - Yanguang Cong
- Dongguan Key Laboratory of Medical Electronics and Medical Imaging Equipment, Guangdong Medical University Dongguan First Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, 523808, Guangdong, China
| | - Zhi Tang
- Dongguan Key Laboratory of Environmental Medicine, School of Basic Medicine, Guangdong Medical University, Dongguan, 523808, Guangdong, China
| | - Luzhu Chen
- Dongguan Key Laboratory of Medical Electronics and Medical Imaging Equipment, Guangdong Medical University Dongguan First Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, 523808, Guangdong, China
| | - Jingyi Zhong
- Dongguan Key Laboratory of Medical Electronics and Medical Imaging Equipment, Guangdong Medical University Dongguan First Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, 523808, Guangdong, China
| | - Ruoyi Li
- Dongguan Key Laboratory of Medical Electronics and Medical Imaging Equipment, Guangdong Medical University Dongguan First Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, 523808, Guangdong, China
| | - Zhusheng Guo
- Donghua Hospital Laboratory Department, Dongguan, 523808, Guangdong, China.
| | - Yanjiao Zhang
- Dongguan Key Laboratory of Environmental Medicine, School of Basic Medicine, Guangdong Medical University, Dongguan, 523808, Guangdong, China.
| | - Shaoxin Li
- Dongguan Key Laboratory of Medical Electronics and Medical Imaging Equipment, Guangdong Medical University Dongguan First Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, 523808, Guangdong, China.
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Veloso M, Arros P, Acosta J, Rojas R, Berríos-Pastén C, Varas M, Araya P, Hormazábal JC, Allende ML, Chávez FP, Lagos R, Marcoleta AE. Antimicrobial resistance, pathogenic potential, and genomic features of carbapenem-resistant Klebsiella pneumoniae isolated in Chile: high-risk ST25 clones and novel mobile elements. Microbiol Spectr 2023; 11:e0039923. [PMID: 37707451 PMCID: PMC10581085 DOI: 10.1128/spectrum.00399-23] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 07/26/2023] [Indexed: 09/15/2023] Open
Abstract
Multidrug- and carbapenem-resistant Klebsiella pneumoniae (CR-Kp) are critical threats to global health and key traffickers of resistance genes to other pathogens. Despite the sustained increase in CR-Kp infections in Chile, few strains have been described at the genomic level, lacking details of their resistance and virulence determinants and the mobile elements mediating their dissemination. In this work, we studied the antimicrobial susceptibility and performed a comparative genomic analysis of 10 CR-Kp isolates from the Chilean surveillance of carbapenem-resistant Enterobacteriaceae. High resistance was observed among the isolates (five ST25, three ST11, one ST45, and one ST505), which harbored 44 plasmids, most carrying genes for conjugation and resistance to several antibiotics and biocides. Ten plasmids encoding carbapenemases were characterized, including novel plasmids or variants with additional resistance genes, a novel genetic environment for blaKPC-2, and plasmids widely disseminated in South America. ST25 K2 isolates belonging to CG10224, a clone traced back to 2012 in Chile, which recently acquired blaNDM-1, blaNDM-7, or blaKPC-2 plasmids stood out as high-risk clones. Moreover, this corresponds to the first report of ST25 and ST45 Kp producing NDM-7 in South America and ST505 CR-Kp producing both NDM-7 and KPC-2 worldwide. Also, we characterized a variety of genomic islands carrying virulence and fitness factors. These results provide baseline knowledge for a detailed understanding of molecular and genetic determinants behind antibiotic resistance and virulence of CR-Kp in Chile and South America. IMPORTANCE In the ongoing antimicrobial resistance crisis, carbapenem-resistant strains of Klebsiella pneumoniae are critical threats to public health. Besides globally disseminated clones, the burden of local problem clones remains substantial. Although genomic analysis is a powerful tool for improving pathogen and antimicrobial resistance surveillance, it is still restricted in low- to middle-income countries, including Chile, causing them to be underrepresented in genomic databases and epidemiology surveys. This study provided the first 10 complete genomes of the Chilean surveillance for carbapenem-resistant K. pneumoniae in healthcare settings, unveiling their resistance and virulence determinants and the mobile genetic elements mediating their dissemination, placed in the South American and global K. pneumoniae epidemiological context. We found ST25 with K2 capsule as an emerging high-risk clone, along with other lineages producing two carbapenemases and several other resistance and virulence genes encoded in novel plasmids and genomic islands.
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Affiliation(s)
- Marcelo Veloso
- Grupo de Microbiología Integrativa, Laboratorio de Biología Estructural y Molecular BEM, Departamento de Biología, Facultad de Ciencias, Universidad de Chile, Santiago, Chile
| | - Patricio Arros
- Grupo de Microbiología Integrativa, Laboratorio de Biología Estructural y Molecular BEM, Departamento de Biología, Facultad de Ciencias, Universidad de Chile, Santiago, Chile
| | - Joaquin Acosta
- Grupo de Microbiología Integrativa, Laboratorio de Biología Estructural y Molecular BEM, Departamento de Biología, Facultad de Ciencias, Universidad de Chile, Santiago, Chile
| | - Roberto Rojas
- Grupo de Microbiología Integrativa, Laboratorio de Biología Estructural y Molecular BEM, Departamento de Biología, Facultad de Ciencias, Universidad de Chile, Santiago, Chile
| | - Camilo Berríos-Pastén
- Grupo de Microbiología Integrativa, Laboratorio de Biología Estructural y Molecular BEM, Departamento de Biología, Facultad de Ciencias, Universidad de Chile, Santiago, Chile
| | - Macarena Varas
- Grupo de Microbiología Integrativa, Laboratorio de Biología Estructural y Molecular BEM, Departamento de Biología, Facultad de Ciencias, Universidad de Chile, Santiago, Chile
| | | | | | - Miguel L. Allende
- Millennium Institute Center for Genome Regulation (CGR), Facultad de Ciencias, Universidad de Chile, Santiago, Chile
| | - Francisco P. Chávez
- Laboratorio de Microbiología de Sistemas, Departamento de Biología, Facultad de Ciencias, Universidad de Chile, Santiago, Chile
| | - Rosalba Lagos
- Grupo de Microbiología Integrativa, Laboratorio de Biología Estructural y Molecular BEM, Departamento de Biología, Facultad de Ciencias, Universidad de Chile, Santiago, Chile
| | - Andrés E. Marcoleta
- Grupo de Microbiología Integrativa, Laboratorio de Biología Estructural y Molecular BEM, Departamento de Biología, Facultad de Ciencias, Universidad de Chile, Santiago, Chile
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3
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BABINES-OROZCO L, BALBUENA-ALONSO MG, BARRIOS-VILLA E, LOZANO-ZARAIN P, MARTÍNEZ-LAGUNA Y, DEL CARMEN ROCHA-GRACIA R, CORTÉS-CORTÉS G. Antimicrobial resistance in food-associated Escherichia coli in Mexico and Latin America. BIOSCIENCE OF MICROBIOTA, FOOD AND HEALTH 2023; 43:4-12. [PMID: 38188662 PMCID: PMC10767319 DOI: 10.12938/bmfh.2023-022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 06/11/2023] [Indexed: 01/09/2024]
Abstract
The World Health Organization (WHO) considers antimicrobial resistance to be one of the critical global public health priorities to address. Escherichia coli is a commensal bacterium of the gut microbiota in humans and animals; however, some strains cause infections and are resistant to antibiotics. One of the most common ways of acquiring pathogenic E. coli strains is through food. This review analyzes multidrug-resistant E. coli isolated from food, emphasizing Latin America and Mexico, and the mobile genetic elements (MGEs) responsible for spreading antibiotic resistance determinants among bacteria in different environments and hosts. We conducted a systematic search of the literature published from 2015 to 2022 in open access databases and electronic repositories. The prevalence of 11 E. coli pathotypes was described, with diarrheagenic E. coli pathotypes being the most frequently associated with foodborne illness in different Latin American countries, highlighting the presence of different antibiotic resistance genes mostly carried by IncF-type plasmids or class 1 integrons. Although the global incidence of foodborne illness is high, there have been few studies in Mexico and Latin America, which highlights the need to generate updated epidemiological data from the "One Health" approach, which allows monitoring of the multidrug-resistance phenomenon in E. coli from a common perspective in the interaction of human, veterinary, and environmental health.
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Affiliation(s)
- Lorena BABINES-OROZCO
- Posgrado en Microbiología, Centro de Investigaciones en
Ciencias Microbiológicas, Instituto de Ciencias de la Benemérita Universidad Autónoma de
Puebla. Instituto de Ciencias, Ciudad Universitaria, San Manuel C.P. 72570 Puebla,
México
| | - María Guadalupe BALBUENA-ALONSO
- Posgrado en Microbiología, Centro de Investigaciones en
Ciencias Microbiológicas, Instituto de Ciencias de la Benemérita Universidad Autónoma de
Puebla. Instituto de Ciencias, Ciudad Universitaria, San Manuel C.P. 72570 Puebla,
México
| | - Edwin BARRIOS-VILLA
- Departamento de Ciencias Químico Biológicas y Agropecuarias,
Unidad Regional Norte, Campus Caborca, Universidad de Sonora, Col. Eleazar Ortiz C.P.
83621 H. Caborca, Sonora, México
| | - Patricia LOZANO-ZARAIN
- Posgrado en Microbiología, Centro de Investigaciones en
Ciencias Microbiológicas, Instituto de Ciencias de la Benemérita Universidad Autónoma de
Puebla. Instituto de Ciencias, Ciudad Universitaria, San Manuel C.P. 72570 Puebla,
México
| | - Ygnacio MARTÍNEZ-LAGUNA
- Posgrado en Microbiología, Centro de Investigaciones en
Ciencias Microbiológicas, Instituto de Ciencias de la Benemérita Universidad Autónoma de
Puebla. Instituto de Ciencias, Ciudad Universitaria, San Manuel C.P. 72570 Puebla,
México
| | - Rosa DEL CARMEN ROCHA-GRACIA
- Posgrado en Microbiología, Centro de Investigaciones en
Ciencias Microbiológicas, Instituto de Ciencias de la Benemérita Universidad Autónoma de
Puebla. Instituto de Ciencias, Ciudad Universitaria, San Manuel C.P. 72570 Puebla,
México
| | - Gerardo CORTÉS-CORTÉS
- Posgrado en Microbiología, Centro de Investigaciones en
Ciencias Microbiológicas, Instituto de Ciencias de la Benemérita Universidad Autónoma de
Puebla. Instituto de Ciencias, Ciudad Universitaria, San Manuel C.P. 72570 Puebla,
México
- Department of Microbiology and Environmental Toxicology,
University of California at Santa Cruz, Santa Cruz, CA 95064, USA
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Souza PMS, Ribeiro ACOA, Pena EPN, Silva FAC, Calsa Júnior T, Morais MMC, Almeida ACS. Distinct carbapenems susceptibility profiles in isogenic isolates of Klebsiella pneumoniae presenting Ompk36 disruption and expression of down-regulated blaKPC-2. BRAZ J BIOL 2023; 83:e269946. [PMID: 37283335 DOI: 10.1590/1519-6984.269946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Accepted: 04/27/2023] [Indexed: 06/08/2023] Open
Abstract
The isolation of multidrug-resistant Klebsiella pneumoniae in hospitals is a major public health threat, increasing patient hospitalization costs, morbidity and mortality. Therefore, this work investigated the resistance mechanisms that produced different carbapenems susceptibility profiles in two isogenic strains of K. pneumoniae isolated from the same patient in a public hospital in Recife, Pernambuco. The genes that encode the main porins in K. pneumoniae, ompK35 and ompK36, and several beta-lactamase genes were analyzed. The expression of these genes was evaluated by quantitative real time PCR (polymerase chain reaction) with reverse transcriptase (RT-qPCR). SDS-PAGE (sodium dodecyl sulphate-polyacrylamide gel electrophoresis) was performed to analyze the outer membrane proteins. The analysis of the ompK36 genetic environment disclosed an IS903 insertion sequence disrupting this gene in the ertapenem resistant isolate (KPN133). The blaKPC-2 gene showed down-regulated expression in both isolates. Our findings show that changes in porins, especially OmpK36, are more determinant to carbapenems susceptibility profile of bacterial isolates than variations in blaKPC gene expression.
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Affiliation(s)
- P M S Souza
- Universidade de Pernambuco - UPE, Instituto de Ciências Biológicas, Laboratório de Resistência Microbiana, Recife, PE, Brasil
| | - A C O A Ribeiro
- Universidade de Pernambuco - UPE, Instituto de Ciências Biológicas, Laboratório de Resistência Microbiana, Recife, PE, Brasil
| | - E P N Pena
- Universidade Federal de Pernambuco - UFPE, Departamento de Genética, Laboratório de Genômica e Proteômica de Plantas, Recife, PE, Brasil
| | - F A C Silva
- Universidade Federal de Pernambuco - UFPE, Departamento de Genética, Laboratório de Genômica e Proteômica de Plantas, Recife, PE, Brasil
| | - T Calsa Júnior
- Universidade Federal de Pernambuco - UFPE, Departamento de Genética, Laboratório de Genômica e Proteômica de Plantas, Recife, PE, Brasil
| | - M M C Morais
- Universidade de Pernambuco - UPE, Instituto de Ciências Biológicas, Laboratório de Resistência Microbiana, Recife, PE, Brasil
| | - A C S Almeida
- Universidade Federal Rural de Pernambuco - UFRPE, Departamento de Biologia, Laboratório de Genética, Bioquímica e Sequenciamento de DNA, Recife, PE, Brasil
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5
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Córdova-Espinoza MG, Giono-Cerezo S, Sierra-Atanacio EG, Escamilla-Gutiérrez A, Carrillo-Tapia E, Carrillo-Vázquez LI, Mendoza-Pérez F, Leyte-Lugo M, González-Vázquez R, Mayorga-Reyes L, González-Vázquez R. Isolation and Identification of Multidrug-Resistant Klebsiella pneumoniae Clones from the Hospital Environment. Pathogens 2023; 12:pathogens12050634. [PMID: 37242304 DOI: 10.3390/pathogens12050634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 04/09/2023] [Accepted: 04/20/2023] [Indexed: 05/28/2023] Open
Abstract
Global dispersion, hospital outbreaks, and lineage relationships between emerging antibiotic-resistant strains such as Klebsiella pneumoniae are of public health interest. This study aimed to isolate and identify K. pneumoniae clones from third-level healthcare hospitals in Mexico to establish their multidrug-resistant phenotype, phylogeny, and prevalence. Biological and abiotic surface samples were used to isolate K. pneumoniae strains and to test their antibiotic susceptibility to classify them. The housekeeping genes: gapA, InfB, mdh, pgi, phoE, ropB, and tonB were used for multilocus sequence typing (MLST). Phylogenetic networks were constructed with 48 strains. Isolated strains (93) were mainly from urine and blood, 96% were resistant to ampicillin as expected, 60% were extended-spectrum β-lactamases (ESBL), 98% were susceptible to ertapenem and meropenem and 99% were susceptible to imipenem, 46% were multi-drug resistant (MDR), 17% were extensively-drug resistant (XDR), 1% were pan-drug resistant (PDR), and 36% were not classified. The tonB, mdh, and phoE genes were the most variable, and the InfB gene showed positive selection. The most prevalent sequence types (STs) were ST551 (six clones), ST405 (six clones), ST1088 (four clones), ST25 (four clones), ST392 (three clones), and ST36 (two clones). ST706 was PDR, and ST1088 clones were MDR; neither of these STs has been reported in Mexico. The strains analyzed were from different hospitals and locations; thus, it is important to maintain antibiotic surveillance and avoid clone dissemination to prevent outbreaks, adaptation to antibiotics, and the transmission of antibiotic resistance.
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Affiliation(s)
- María Guadalupe Córdova-Espinoza
- Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Departamento de Microbiología, Prolongación de Carpio y Plan de Ayala S/N, Col. Casco de Santo Tomas, Alcaldía Miguel Hidalgo, Mexico City 11340, Mexico
- Escuela Militar de Graduados de Sanidad SEDENA, Laboratorio de Inmunologia, Batalla de Celaya 202, Col. Lomas de Sotelo, Alcaldía Miguel Hidalgo, Mexico City 11200, Mexico
| | - Silvia Giono-Cerezo
- Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Departamento de Microbiología, Prolongación de Carpio y Plan de Ayala S/N, Col. Casco de Santo Tomas, Alcaldía Miguel Hidalgo, Mexico City 11340, Mexico
| | - Erika Gabriela Sierra-Atanacio
- Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Departamento de Microbiología, Prolongación de Carpio y Plan de Ayala S/N, Col. Casco de Santo Tomas, Alcaldía Miguel Hidalgo, Mexico City 11340, Mexico
| | - Alejandro Escamilla-Gutiérrez
- Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Departamento de Microbiología, Prolongación de Carpio y Plan de Ayala S/N, Col. Casco de Santo Tomas, Alcaldía Miguel Hidalgo, Mexico City 11340, Mexico
- Instituto Mexicano del Seguro Social, Hospital General "Dr. Gaudencio González Garza", Centro Medico Nacional La Raza, Privada de las Jacarandas, S/N, Col. La Raza, Alcaldía Azcapotzalco, Mexico City 02990, Mexico
| | - Eduardo Carrillo-Tapia
- Colegio de Ciencias y Humanidades, Universidad Autónoma de la Ciudad de México, Avenida de la Corona 320, Col. Loma de la Palma, Alcaldia Gustavo a Madero, Mexico City 07160, Mexico
| | - Laura Isabel Carrillo-Vázquez
- Posgrado en Ciencia Genómicas, Universidad Autónoma de la Ciudad de México, San Lorenzo 290, Col. Del Valle, Alcaldía Benito Juárez, Mexico City 03130, Mexico
| | - Felipe Mendoza-Pérez
- Laboratorio de Biotecnología, Departamento de Sistemas Biológicos, Universidad Autónoma Metropolitana Unidad Xochimilco, Calzada del Hueso 1100, Col. Villa Quietud, Alcaldía Coyoacán, Mexico City 04960, Mexico
| | - Martha Leyte-Lugo
- Laboratorio de Biotecnología, Departamento de Sistemas Biológicos, CONACYT-Universidad Autónoma Metropolitana Unidad Xochimilco, Calzada del Hueso 1100, Col. Villa Quietud, Alcaldía Coyoacán, Mexico City 04960, Mexico
| | - Raquel González-Vázquez
- Laboratorio de Biotecnología, Departamento de Sistemas Biológicos, CONACYT-Universidad Autónoma Metropolitana Unidad Xochimilco, Calzada del Hueso 1100, Col. Villa Quietud, Alcaldía Coyoacán, Mexico City 04960, Mexico
| | - Lino Mayorga-Reyes
- Laboratorio de Biotecnología, Departamento de Sistemas Biológicos, Universidad Autónoma Metropolitana Unidad Xochimilco, Calzada del Hueso 1100, Col. Villa Quietud, Alcaldía Coyoacán, Mexico City 04960, Mexico
| | - Rosa González-Vázquez
- Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Departamento de Microbiología, Prolongación de Carpio y Plan de Ayala S/N, Col. Casco de Santo Tomas, Alcaldía Miguel Hidalgo, Mexico City 11340, Mexico
- Instituto Mexicano del Seguro Social, Unidad Médica de Alta Especialidad, Hospital de Especialidades "Dr. Antonio Fraga Mouret", Centro Medico Nacional La Raza. Seris y Zaachila S/N, Col. La Raza, Alcaldía Azcapotzalco, Mexico City 02990, Mexico
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Corrales Ramírez LC, Caycedo Lozano L, Quijano Duarte S. Catalisis, enzimas y pruebas rápidas. NOVA 2022. [DOI: 10.22490/24629448.6591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
Un gran número de los procesos metabólicos y biológicos son catalizados por enzimas; las enzimas son compuestos químicos orgánicos que pertenecen al grupo específico de las biomoléculas denominadas proteínas. Las enzimas poseen en su estructura molecular cuaternaria, organizaciones internas que permiten definir un lugar denominado centro activo; su función química, cinética y termodinámica se relacionan con la disminución de la energía de activación en el curso de la reacción neta.
Los mecanismos de reacción enzimáticos que suceden en las interacciones metabólicas de los microorganismos han permitido desarrollar una serie de pruebas cualitativas que determinan la presencia o ausencia de bacterias en una muestra o un cultivo haciendo uso de técnicas rápidas que facilitan el diagnóstico clínico.
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Surveillance of Antimicrobial Resistance in Hospital Wastewater: Identification of Carbapenemase-Producing Klebsiella spp. Antibiotics (Basel) 2022; 11:antibiotics11030288. [PMID: 35326752 PMCID: PMC8944648 DOI: 10.3390/antibiotics11030288] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Revised: 02/17/2022] [Accepted: 02/19/2022] [Indexed: 02/01/2023] Open
Abstract
The objective of this study was to investigate the presence and persistence of carbapenemase-producing Klebsiella spp. isolated from wastewater and treated wastewater from two tertiary hospitals in Mexico. We conducted a descriptive cross-sectional study in two hospital wastewater treatment plants, which were sampled in February 2020. We obtained 30 Klebsiella spp. isolates. Bacterial identification was carried out by the Matrix-Assisted Laser Desorption/Ionization-Time of Flight mass spectrometry (MALDI-TOF MS®) and antimicrobial susceptibility profiles were performed using the VITEK2® automated system. The presence of carbapenem resistance genes (CRGs) in Klebsiella spp. isolates was confirmed by PCR. Molecular typing was determined by pulsed-field gel electrophoresis (PFGE). High rates of Klebsiella spp. resistance to cephalosporins and carbapenems (80%) were observed in isolates from treated wastewater from both hospitals. The molecular screening by PCR showed the presence of blaKPC and blaOXA-48-like genes. The PFGE pattern separated the Klebsiella isolates into 19 patterns (A–R) with three subtypes (C1, D1, and I1). Microbiological surveillance and identification of resistance genes of clinically important pathogens in hospital wastewater can be a general screening method for early determination of under-detected antimicrobial resistance profiles in hospitals and early warning of outbreaks and difficult-to-treat infections.
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8
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Medina FE, Jaña GA. QM/MM Study of a VIM-1 Metallo-β-Lactamase Enzyme: The Catalytic Reaction Mechanism. ACS Catal 2021. [DOI: 10.1021/acscatal.1c04786] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Fabiola E. Medina
- Departamento de Ciencias Químicas, Facultad de Ciencias Exactas, Universidad Andres Bello, Autopista Concepción-Talcahuano, 7100 Talcahuano, Chile
- Departamento de Química, Facultad de Ciencias, Universidad del Bío-Bío, 4051381 Concepción, Chile
| | - Gonzalo A. Jaña
- Departamento de Ciencias Químicas, Facultad de Ciencias Exactas, Universidad Andres Bello, Autopista Concepción-Talcahuano, 7100 Talcahuano, Chile
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9
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Garzón V, Bustos RH, G. Pinacho D. Personalized Medicine for Antibiotics: The Role of Nanobiosensors in Therapeutic Drug Monitoring. J Pers Med 2020; 10:E147. [PMID: 32993004 PMCID: PMC7712907 DOI: 10.3390/jpm10040147] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 09/05/2020] [Accepted: 09/07/2020] [Indexed: 01/01/2023] Open
Abstract
Due to the high bacterial resistance to antibiotics (AB), it has become necessary to adjust the dose aimed at personalized medicine by means of therapeutic drug monitoring (TDM). TDM is a fundamental tool for measuring the concentration of drugs that have a limited or highly toxic dose in different body fluids, such as blood, plasma, serum, and urine, among others. Using different techniques that allow for the pharmacokinetic (PK) and pharmacodynamic (PD) analysis of the drug, TDM can reduce the risks inherent in treatment. Among these techniques, nanotechnology focused on biosensors, which are relevant due to their versatility, sensitivity, specificity, and low cost. They provide results in real time, using an element for biological recognition coupled to a signal transducer. This review describes recent advances in the quantification of AB using biosensors with a focus on TDM as a fundamental aspect of personalized medicine.
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Affiliation(s)
- Vivian Garzón
- PhD Biosciences Program, Universidad de La Sabana, Chía 140013, Colombia;
| | - Rosa-Helena Bustos
- Therapeutical Evidence Group, Clinical Pharmacology, Universidad de La Sabana, Chía 140013, Colombia;
| | - Daniel G. Pinacho
- Therapeutical Evidence Group, Clinical Pharmacology, Universidad de La Sabana, Chía 140013, Colombia;
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Carrasco-Anabalón S, Vera-Leiva A, Quezada-Aguiluz M, Morales-Rivera MF, Lima CA, Fernández J, Ulloa S, Domínguez M, González-Rocha G, Bello-Toledo H. Genetic Platforms of blaCTX-M in Carbapenemase-Producing Strains of K. pneumoniae Isolated in Chile. Front Microbiol 2018; 9:324. [PMID: 29593660 PMCID: PMC5857710 DOI: 10.3389/fmicb.2018.00324] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2017] [Accepted: 02/12/2018] [Indexed: 11/24/2022] Open
Abstract
Objective: To elucidate whether the genetic platforms of blaCTX-M contribute to the phenotypes of multi-drug-resistance (MDR) in the first carbapenemase-producing K. pneumoniae strains isolated in Chile. Method: Twenty-two carbapenemase-producing K. pneumoniae strains isolated from different Chilean patients and hospitals were studied. Their genetic relatedness was assessed by PFGE and MLST. The levels of antibiotic resistance were evaluated by determining the minimum inhibitory concentration of various antimicrobials. In addition, several antibiotic resistance genes of clinical relevance in Chile were investigated. The prevalence, allelic variants, and genetic platforms of blaCTX-M were determined by PCR and sequencing. Results: Out of the 22 strains studied, 20 carry KPC, one carries NDM-1, and one carries OXA-370. The PFGE analysis showed three clades with a genetic relatedness >85%, two formed by four strains and one by eight strains. The other strains are not genetically related, and a total of 17 different pulse types were detected. Ten different STs were identified, the main ones being ST258 (five strains) and ST1161 (seven strains). The isolates presented different percentages of resistance, and 82% were resistant to all the β-lactams tested, 91% to ciprofloxacin, 73% to colistin, 59% to gentamicin, 50% to amikacin, and only 9% to tigecycline. All isolates carried blaTEM and blaSHV, whereas 71% carried aac(6′)Ib-cr, and 57% one qnr gene (A, B, C, D, or S). The blaCTX-M gene was found in 10 of the isolates (4 blaCTX-M−15 and 6 blaCTX-M−2). The characterization of the platform, in seven selected strains, revealed that the gene is associated with unusual class 1 integrons and insertion sequences such as ISCR1, ISECp1, and IS26. Conclusion: In the first carbapenemase-producing K. pneumoniae strains isolated in Chile the genetic platform of blaCTX-M−2 corresponds to an unusual class 1 integron that can be responsible for the MDR phenotype, whereas the genetic platforms of blaCTX-M−15 are associated with different IS and do not contribute to multi-drug resistance.
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Affiliation(s)
- Sergio Carrasco-Anabalón
- Laboratorio de Investigación en Agentes Antibacterianos, Departamento de Microbiología, Universidad de Concepción, Facultad de Ciencias Biológicas, Concepción, Chile.,Laboratorio Central, Hospital Regional Dr. Guillermo Grant Benavente, Concepción, Chile
| | - Alejandra Vera-Leiva
- Laboratorio de Investigación en Agentes Antibacterianos, Departamento de Microbiología, Universidad de Concepción, Facultad de Ciencias Biológicas, Concepción, Chile
| | - Mario Quezada-Aguiluz
- Laboratorio de Investigación en Agentes Antibacterianos, Departamento de Microbiología, Universidad de Concepción, Facultad de Ciencias Biológicas, Concepción, Chile
| | - María F Morales-Rivera
- Laboratorio de Investigación en Agentes Antibacterianos, Departamento de Microbiología, Universidad de Concepción, Facultad de Ciencias Biológicas, Concepción, Chile
| | - Celia A Lima
- Laboratorio de Investigación en Agentes Antibacterianos, Departamento de Microbiología, Universidad de Concepción, Facultad de Ciencias Biológicas, Concepción, Chile
| | - Jorge Fernández
- Laboratorio Biomédico Nacional, Instituto de Salud Pública de Chile, Santiago, Chile
| | - Soledad Ulloa
- Laboratorio Biomédico Nacional, Instituto de Salud Pública de Chile, Santiago, Chile
| | - Mariana Domínguez
- Laboratorio de Investigación en Agentes Antibacterianos, Departamento de Microbiología, Universidad de Concepción, Facultad de Ciencias Biológicas, Concepción, Chile
| | - Gerardo González-Rocha
- Laboratorio de Investigación en Agentes Antibacterianos, Departamento de Microbiología, Universidad de Concepción, Facultad de Ciencias Biológicas, Concepción, Chile
| | - Helia Bello-Toledo
- Laboratorio de Investigación en Agentes Antibacterianos, Departamento de Microbiología, Universidad de Concepción, Facultad de Ciencias Biológicas, Concepción, Chile
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