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1.
Cell ; 182(5): 1311-1327.e14, 2020 09 03.
Artículo en Inglés | MEDLINE | ID: mdl-32888495

RESUMEN

Staphylococcus aureus bacteremia (SaB) causes significant disease in humans, carrying mortality rates of ∼25%. The ability to rapidly predict SaB patient responses and guide personalized treatment regimens could reduce mortality. Here, we present a resource of SaB prognostic biomarkers. Integrating proteomic and metabolomic techniques enabled the identification of >10,000 features from >200 serum samples collected upon clinical presentation. We interrogated the complexity of serum using multiple computational strategies, which provided a comprehensive view of the early host response to infection. Our biomarkers exceed the predictive capabilities of those previously reported, particularly when used in combination. Last, we validated the biological contribution of mortality-associated pathways using a murine model of SaB. Our findings represent a starting point for the development of a prognostic test for identifying high-risk patients at a time early enough to trigger intensive monitoring and interventions.


Asunto(s)
Bacteriemia/sangre , Bacteriemia/mortalidad , Infecciones Estafilocócicas/sangre , Infecciones Estafilocócicas/mortalidad , Staphylococcus aureus/patogenicidad , Animales , Bacteriemia/metabolismo , Biomarcadores/sangre , Biomarcadores/metabolismo , Modelos Animales de Enfermedad , Femenino , Humanos , Masculino , Metabolómica/métodos , Ratones , Persona de Mediana Edad , Pronóstico , Proteómica/métodos , Factores de Riesgo , Infecciones Estafilocócicas/metabolismo
2.
Clin Infect Dis ; 79(3): 604-611, 2024 Sep 26.
Artículo en Inglés | MEDLINE | ID: mdl-38767234

RESUMEN

BACKGROUND: We aimed to test the hypothesis that development of metastatic infection represents a distinct clinical endpoint from death due to Staphylococcus aureus bacteremia (SAB). METHODS: We conducted a retrospective observational study of adults with SAB between 20 December 2019 and 23 August st2022 (n = 464). Simple logistic regression, odds ratios, and z-scores were used to compare host, clinical, and microbiologic features. RESULTS: Co-occurrence of attributable mortality and metastatic infection was infrequent. Charlson Comorbidity Index and age were strongly associated with attributable mortality, but not metastatic infection. We compared patients with fatal SAB (without clinically-apparent metastatic complications, 14.4% of cohort), metastatic SAB (without attributable mortality, 22.2%), neither complication (56.7%), and overlapping fatal/metastatic SAB (6.7%). Compared to SAB without complications, fatal SAB was specifically associated with older age and multi-morbidity. Metastatic SAB was specifically associated with community acquisition, persistent fever, persistent bacteremia, and recurrence. Endocarditis was over-represented in the fatal/metastatic SAB overlap group, which shared patient characteristics with fatal SAB. In contrast to other (predominantly musculoskeletal) metastatic complications, endocarditis was associated with increased mortality, with death occurring in older multi-morbid patients later after SAB onset. CONCLUSIONS: Patients with SAB experience distinct clinical endpoints: (i) early death, associated with multi-morbidity and age; (ii) metastatic (predominantly musculoskeletal) SAB; (iii) endocarditis, associated with late death occurring in older people with multi-morbidity, and (iv) bacteraemia without complications. These distinctions could be important for selecting appropriate outcomes in clinical trials: different interventions might be required to reduce mortality versus improve clinical response in patients with metastatic SAB.


Asunto(s)
Bacteriemia , Infecciones Estafilocócicas , Staphylococcus aureus , Humanos , Bacteriemia/microbiología , Bacteriemia/mortalidad , Infecciones Estafilocócicas/mortalidad , Infecciones Estafilocócicas/microbiología , Masculino , Femenino , Estudios Retrospectivos , Persona de Mediana Edad , Anciano , Staphylococcus aureus/aislamiento & purificación , Adulto , Anciano de 80 o más Años
3.
Clin Infect Dis ; 78(6): 1544-1550, 2024 Jun 14.
Artículo en Inglés | MEDLINE | ID: mdl-38525878

RESUMEN

BACKGROUND: Streptococcal bacteremia is associated with high mortality. Thia study aims to identify predictors of mortality among patients with streptococcal bacteremia. METHODS: This retrospective study was conducted at the Lausanne University Hospital, Switzerland, and included episodes of streptococcal bacteremia among adult patients from 2015 to 2023. RESULTS: During the study period, 861 episodes of streptococcal bacteremia were included. The majority of episodes were categorized in the Mitis group (348 episodes; 40%), followed by the Pyogenic group (215; 25%). Endocarditis was the most common source of bacteremia (164; 19%). The overall 14-day mortality rate was 8% (65 episodes). The results from the Cox multivariable regression model showed that a Charlson comorbidity index >4 (P .001; hazard ratio [HR], 2.87; confidence interval [CI]: 1.58-5.22), Streptococcus pyogenes (P = .011; HR, 2.54;CI: 1.24-5.21), sepsis (P < .001; HR, 7.48; CI: 3.86-14.47), lower respiratory tract infection (P = .002; HR, 2.62; CI: 1.42-4.81), and absence of source control interventions within 48 hours despite being warranted (P = .002; HR, 2.62; CI: 1.43-4.80) were associated with 14-day mortality. Conversely, interventions performed within 48 hours of bacteremia onset, such as infectious diseases consultation (P < .001; HR, 0.29; CI: .17-.48) and appropriate antimicrobial treatment (P < .001; HR, .28; CI: .14-.57), were associated with improved outcome. CONCLUSIONS: Our findings underscore the pivotal role of infectious diseases consultation in guiding antimicrobial treatment and recommending source control interventions for patients with streptococcal bacteremia.


Asunto(s)
Bacteriemia , Infecciones Estreptocócicas , Humanos , Infecciones Estreptocócicas/mortalidad , Infecciones Estreptocócicas/microbiología , Estudios Retrospectivos , Bacteriemia/mortalidad , Bacteriemia/microbiología , Masculino , Femenino , Persona de Mediana Edad , Anciano , Suiza/epidemiología , Derivación y Consulta , Adulto , Factores de Riesgo , Streptococcus pyogenes , Anciano de 80 o más Años
4.
Clin Infect Dis ; 79(1): 56-59, 2024 Jul 19.
Artículo en Inglés | MEDLINE | ID: mdl-38642403

RESUMEN

Among a statewide cohort of 1874 patients surviving hospitalization for drug use-associated endocarditis during 2017-2020, the 3-year risk of death or future hospitalization was 38% (16% for death before later infection, 14% for recurrent endocarditis, 14% for soft tissue, 9% for bacteremia, 5% for bone/joint, and 4% for spinal infections).


Asunto(s)
Endocarditis , Humanos , Masculino , Femenino , Adulto , Persona de Mediana Edad , Endocarditis/mortalidad , Factores de Riesgo , Hospitalización/estadística & datos numéricos , Bacteriemia/mortalidad , Endocarditis Bacteriana/mortalidad , Anciano , Estudios de Cohortes , Trastornos Relacionados con Sustancias/complicaciones , Trastornos Relacionados con Sustancias/mortalidad
5.
Clin Infect Dis ; 79(4): 855-863, 2024 Oct 15.
Artículo en Inglés | MEDLINE | ID: mdl-38758977

RESUMEN

OBJECTIVES: Data supporting routine infectious diseases (ID) consultation in gram-negative bloodstream infection (GN-BSI) are limited. We evaluated the association between ID consultation and mortality in patients with GN-BSI in a retrospective population-wide cohort study in Ontario using linked health administrative databases. METHODS: Hospitalized adult patients with GN-BSI between April 2017 and December 2021 were included. The primary outcome was time to all-cause mortality censored at 30 days, analyzed using a mixed effects Cox proportional hazards model with hospital as a random effect. ID consultation 1-10 days after the first positive blood culture was treated as a time-varying exposure. RESULTS: Of 30 159 patients with GN-BSI across 53 hospitals, 11 013 (36.5%) received ID consultation. Median prevalence of ID consultation for patients with GN-BSI across hospitals was 35.0% with wide variability (range 2.7%-76.1%, interquartile range 19.6%-41.1%). In total, 1041 (9.5%) patients who received ID consultation died within 30 days, compared to 1797 (9.4%) patients without ID consultation. In the fully adjusted multivariable model, ID consultation was associated with mortality benefit (adjusted hazard ratio [HR] 0.82, 95% confidence interval [CI] .77-.88, P < .0001; translating to absolute risk reduction of -3.8% or number needed to treat [NNT] of 27). Exploratory subgroup analyses of the primary outcome showed that ID consultation could have greater benefit in patients with high-risk features (nosocomial infection, polymicrobial or non-Enterobacterales infection, antimicrobial resistance, or non-urinary tract source). CONCLUSIONS: Early ID consultation was associated with reduced mortality in patients with GN-BSI. If resources permit, routine ID consultation for this patient population should be considered to improve patient outcomes.


Asunto(s)
Bacteriemia , Infecciones por Bacterias Gramnegativas , Derivación y Consulta , Humanos , Masculino , Estudios Retrospectivos , Femenino , Persona de Mediana Edad , Anciano , Infecciones por Bacterias Gramnegativas/mortalidad , Infecciones por Bacterias Gramnegativas/tratamiento farmacológico , Infecciones por Bacterias Gramnegativas/epidemiología , Derivación y Consulta/estadística & datos numéricos , Bacteriemia/mortalidad , Bacteriemia/microbiología , Bacteriemia/epidemiología , Ontario/epidemiología , Anciano de 80 o más Años , Adulto , Hospitalización/estadística & datos numéricos , Modelos de Riesgos Proporcionales , Mortalidad Hospitalaria , Enfermedades Transmisibles/mortalidad
6.
Clin Infect Dis ; 78(6): 1443-1450, 2024 Jun 14.
Artículo en Inglés | MEDLINE | ID: mdl-38315893

RESUMEN

BACKGROUND: People who inject drugs (PWID) are at increased risk of community-acquired Staphylococcus aureus bacteremia (CA-SAB), but little is known about clinical outcomes of CA-SAB in PWID compared with the wider population of patients with CA-SAB. METHODS: Three national datasets were linked to provide clinical and mortality data on patients hospitalized with CA-SAB in England between 1 January 2017 and 31 December 2020. PWID were identified using the International Classification of Diseases, Tenth Revision code for "mental health and behavioral disorder due to opioid use" (F11). Multivariable logistic regression was used to estimate adjusted odds ratios (aORs) for associations of PWID with 30-day all-cause mortality and 90-day hospital readmission. RESULTS: In 10 045 cases of CA-SAB, 1612 (16.0%) were PWID. Overall, 796 (7.9%) patients died within 30 days of CA-SAB admission and 1189 (11.8%) patients were readmitted to hospital within 90 days of CA-SAB. In those without infective endocarditis, there was strong evidence of lower odds of mortality among PWID compared with non-PWID (aOR, 0.47 [95% confidence interval {CI}: .33-.68]; P < .001), whereas there was no association in CA-SAB case fatality with endocarditis (aOR, 1.40 [95% CI: .87-2.25]; P = .163). PWID were less likely to be readmitted within 90 days of CA-SAB (aOR, 0.79 [95% CI: .65-.95]; P = .011). CONCLUSIONS: In this large cohort study of patients with CA-SAB in England, PWID had lower odds of death in the absence of endocarditis and lower odds of readmission within 90 days compared to non-PWID patients. This study highlights the overrepresentation of PWID among patients with CA-SAB nationally.


Asunto(s)
Bacteriemia , Infecciones Comunitarias Adquiridas , Infecciones Estafilocócicas , Staphylococcus aureus , Abuso de Sustancias por Vía Intravenosa , Humanos , Masculino , Infecciones Estafilocócicas/epidemiología , Infecciones Estafilocócicas/mortalidad , Femenino , Inglaterra/epidemiología , Bacteriemia/epidemiología , Bacteriemia/mortalidad , Adulto , Persona de Mediana Edad , Abuso de Sustancias por Vía Intravenosa/complicaciones , Abuso de Sustancias por Vía Intravenosa/epidemiología , Infecciones Comunitarias Adquiridas/epidemiología , Infecciones Comunitarias Adquiridas/microbiología , Infecciones Comunitarias Adquiridas/mortalidad , Estudios de Cohortes , Readmisión del Paciente/estadística & datos numéricos , Anciano , Adulto Joven , Factores de Riesgo
7.
Clin Infect Dis ; 78(6): 1482-1489, 2024 Jun 14.
Artículo en Inglés | MEDLINE | ID: mdl-38306577

RESUMEN

BACKGROUND: Clinical trials of treatments for serious infections commonly use the primary endpoint of all-cause mortality. However, many trial participants survive their infection and this endpoint may not truly reflect important benefits and risks of therapy. The win ratio uses a hierarchical composite endpoint that can incorporate and prioritize outcome measures by relative clinical importance. METHODS: The win ratio methodology was applied post hoc to outcomes observed in the MERINO trial, which compared piperacillin-tazobactam with meropenem. We quantified the win ratio with a primary hierarchical composite endpoint, including all-cause mortality, microbiological relapse, and secondary infection. A win ratio of 1 would correspond to no difference between the 2 antibiotics, while a ratio <1 favors meropenem. Further analyses were performed to calculate the win odds and to introduce a continuous outcome variable in order to reduce ties. RESULTS: With the hierarchy of all-cause mortality, microbiological relapse, and secondary infection, the win ratio estimate was 0.40 (95% confidence interval [CI], .22-.71]; P = .002), favoring meropenem over piperacillin-tazobactam. However, 73.4% of the pairs were tied due to the small proportion of events. The win odds, a modification of the win ratio accounting for ties, was 0.79 (95% CI, .68-.92). The addition of length of stay to the primary composite greatly minimized the number of ties (4.6%) with a win ratio estimate of 0.77 (95% CI, .60-.99; P = .04). CONCLUSIONS: The application of the win ratio methodology to the MERINO trial data illustrates its utility and feasibility for use in antimicrobial trials.


Asunto(s)
Antibacterianos , Infecciones por Klebsiella , Klebsiella pneumoniae , Meropenem , Combinación Piperacilina y Tazobactam , Piperacilina , Humanos , Meropenem/uso terapéutico , Meropenem/farmacología , Combinación Piperacilina y Tazobactam/uso terapéutico , Combinación Piperacilina y Tazobactam/farmacología , Antibacterianos/uso terapéutico , Antibacterianos/farmacología , Klebsiella pneumoniae/efectos de los fármacos , Piperacilina/uso terapéutico , Piperacilina/farmacología , Infecciones por Klebsiella/tratamiento farmacológico , Infecciones por Klebsiella/mortalidad , Bacteriemia/tratamiento farmacológico , Bacteriemia/microbiología , Bacteriemia/mortalidad , Escherichia coli/efectos de los fármacos , Infecciones por Escherichia coli/tratamiento farmacológico , Infecciones por Escherichia coli/microbiología , Infecciones por Escherichia coli/mortalidad , Ácido Penicilánico/análogos & derivados , Ácido Penicilánico/uso terapéutico , Ácido Penicilánico/farmacología , Ceftriaxona/uso terapéutico , Ceftriaxona/farmacología , Masculino , Femenino , Persona de Mediana Edad , Tienamicinas/uso terapéutico , Tienamicinas/farmacología , Anciano , Resultado del Tratamiento
8.
Antimicrob Agents Chemother ; 68(11): e0075224, 2024 Nov 06.
Artículo en Inglés | MEDLINE | ID: mdl-39324801

RESUMEN

Obesity affects over one-third of U.S. adults and complicates the treatment of methicillin-susceptible Staphylococcus aureus (MSSA) bloodstream infections (BSI). A study at the University of Florida Health Centers compared clinical outcomes between 233 obese and non-obese patients receiving cefazolin for MSSA BSI. No significant differences were found in clinical success (81.9% vs 82.7%), mortality (7.2% vs 5.3%), or adverse events (3.6% vs 3.3%). However, obese patients took longer to clear blood cultures (4.62 vs 4.01 days, P = 0.017).


Asunto(s)
Antibacterianos , Bacteriemia , Cefazolina , Obesidad , Infecciones Estafilocócicas , Staphylococcus aureus , Humanos , Infecciones Estafilocócicas/tratamiento farmacológico , Infecciones Estafilocócicas/microbiología , Masculino , Antibacterianos/uso terapéutico , Antibacterianos/farmacología , Femenino , Persona de Mediana Edad , Staphylococcus aureus/efectos de los fármacos , Obesidad/complicaciones , Bacteriemia/tratamiento farmacológico , Bacteriemia/microbiología , Bacteriemia/mortalidad , Cefazolina/uso terapéutico , Anciano , Meticilina/farmacología , Meticilina/uso terapéutico , Adulto , Resultado del Tratamiento
9.
J Antimicrob Chemother ; 79(8): 1794-1800, 2024 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-38863341

RESUMEN

OBJECTIVES: Bloodstream infections (BSI) are an important cause of mortality, although they show heterogeneity depending on patients and aetiological factors. Comprehensive and specific mortality scores for BSI are scarce. The objective of this study was to develop a mortality predictive score in BSI based on a multicentre prospective cohort. METHODS: A prospective cohort including consecutive adults with bacteraemia recruited between October 2016 and March 2017 in 26 Spanish hospitals was randomly divided into a derivation cohort (DC) and a validation cohort (VC). The outcome was all-cause 30-day mortality. Predictors were assessed the day of blood culture growth. A logistic regression model and score were developed in the DC for mortality predictors; the model was applied to the VC. RESULTS: Overall, 4102 patients formed the DC and 2009 the VC. Mortality was 11.8% in the DC and 12.34% in the CV; the patients and aetiological features were similar for both cohorts. The mortality predictors selected in the final multivariate model in the DC were age, cancer, liver cirrhosis, fatal McCabe underlying condition, polymicrobial bacteraemia, high-risk aetiologies, high-risk source of infection, recent use of broad-spectrum antibiotics, stupor or coma, mean blood pressure <70 mmHg and PaO2/FiO2 ≤ 300 or equivalent. Mortality in the DC was <2% for ≤2 points, 6%-14% for 3-7 points, 26%-45% for 8-12 points and ≥60% for ≥13 points. The predictive score had areas under the receiving operating curves of 0.81 (95% CI 0.79-0.83) in the DC and 0.80 (0.78-0.83) in the VC. CONCLUSIONS: A 30 day mortality predictive score in BSI with good discrimination ability was developed and internally validated.


Asunto(s)
Bacteriemia , Humanos , Estudios Prospectivos , Masculino , Femenino , Bacteriemia/mortalidad , Bacteriemia/microbiología , Anciano , Persona de Mediana Edad , España/epidemiología , Anciano de 80 o más Años , Adulto , Factores de Riesgo , Pronóstico , Modelos Logísticos
10.
J Antimicrob Chemother ; 79(5): 1019-1022, 2024 05 02.
Artículo en Inglés | MEDLINE | ID: mdl-38471817

RESUMEN

OBJECTIVES: To calculate a risk-adjusted mortality ratio (RAMR) for bloodstream infections (BSIs) using all-patient refined diagnosis-related groups (APR-DRGs) and compare it with the crude mortality rate (CMR). METHODS: Retrospective observational study of prevalent BSI at our institution from January 2019 to December 2022. In-hospital mortality was adjusted with a binary logistic regression model adjusting for sex, age, admission type and mortality risk for the hospitalization episode according to the four severity levels of APR DRGs. The RAMR was calculated as the ratio of observed to expected in-hospital mortality, and the CMR was calculated as the proportion of deaths among all bacteraemia episodes. RESULTS: Of 2939 BSIs, 2541 were included: Escherichia coli (n = 1310), Klebsiella pneumoniae (n = 428), Pseudomonas aeruginosa (n = 209), Staphylococcus aureus (n = 498) and candidaemia (n = 96). A total of 436 (17.2%) patients died during hospitalization and 279 died within the first 14 days after the onset of BSI. Throughout the period, all BSI cases had a mortality rate above the expected adjusted mortality (RAMR value greater than 1), except for Escherichia coli (1.03; 95% CI 0.86-1.21). The highest overall RAMR values were observed for P. aeruginosa, Candida and S. aureus with 2.06 (95% CI 1.57-2.62), 1.99 (95% CI 1.3-2.81) and 1.8 (95% CI 1.47-2.16), respectively. The temporal evolution of CMR may differ from RAMR, especially in E. coli, where it was reversed. CONCLUSIONS: RAMR showed higher than expected mortality for all BSIs studied except E. coli and provides complementary to and more clinically comprehensive information than CMR, the currently recommended antibiotic stewardship programme mortality indicator.


Asunto(s)
Bacteriemia , Mortalidad Hospitalaria , Humanos , Estudios Retrospectivos , Masculino , Femenino , Anciano , Bacteriemia/mortalidad , Bacteriemia/microbiología , Bacteriemia/diagnóstico , Persona de Mediana Edad , Anciano de 80 o más Años , Hospitalización/estadística & datos numéricos , Escherichia coli/aislamiento & purificación , Adulto
11.
J Antimicrob Chemother ; 79(11): 2858-2866, 2024 Nov 04.
Artículo en Inglés | MEDLINE | ID: mdl-39212166

RESUMEN

BACKGROUND: Although a significant number of cases of Staphylococcus aureus bacteraemia (SAB) are managed at non-referral community hospitals, the impact of a bundle-of-care intervention in this setting has not yet been explored. METHODS: We performed a quasi-experimental before-after study with the implementation of a bundle of care for the management of SAB at five non-referral community hospitals and a tertiary care university hospital. Structured recommendations for the five indicators selected to assess quality of care were provided to investigators before the implementation of the bundle and monthly thereafter. Primary endpoints were adherence to the bundle intervention and treatment failure, defined as death or relapse at 90 days of follow-up. RESULTS: One hundred and seventy patients were included in the pre-intervention period and 103 in the intervention period. Patient characteristics were similar in both periods. Multivariate analysis controlling for potential confounders showed that performance of echocardiography was the only factor associated with improved adherence to the bundle in the intervention period (adjusted OR 2.13; 95% CI 1.13-4.02). Adherence to the bundle, performance of follow-up blood cultures, and adequate duration of antibiotic therapy for complicated SAB presented non-significant improvements. The intervention was not associated with a lower rate of 90 day treatment failure (OR 1.11; 95% CI 0.70-1.77). CONCLUSIONS: A bundle-of-care intervention for the management of SAB at non-referral community hospitals increased adherence to quality indicators, but did not significantly reduce rates of 90 day mortality or relapse.


Asunto(s)
Bacteriemia , Adhesión a Directriz , Hospitales Comunitarios , Paquetes de Atención al Paciente , Infecciones Estafilocócicas , Humanos , Femenino , Masculino , Bacteriemia/tratamiento farmacológico , Bacteriemia/mortalidad , Bacteriemia/microbiología , Infecciones Estafilocócicas/tratamiento farmacológico , Infecciones Estafilocócicas/mortalidad , Infecciones Estafilocócicas/microbiología , Anciano , Persona de Mediana Edad , Paquetes de Atención al Paciente/métodos , Adhesión a Directriz/estadística & datos numéricos , Resultado del Tratamiento , Staphylococcus aureus , Anciano de 80 o más Años , Antibacterianos/uso terapéutico , Adulto , Calidad de la Atención de Salud , Indicadores de Calidad de la Atención de Salud
12.
J Antimicrob Chemother ; 79(8): 1990-1997, 2024 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-38946294

RESUMEN

BACKGROUND: Successful use of carbapenems in combination with cefazolin or oxacillin for treatment of MSSA bacteraemia has been described; however, comparative data to standard treatment approaches are lacking. METHODS: This was a multicentre, retrospective study of adult patients with MSSA bacteraemia for >48 h. Standard treatment was considered monotherapy with cefazolin, oxacillin or nafcillin. Combination therapy was defined as the addition of ertapenem or meropenem to standard treatment for at least 24 h. The primary outcome was duration of bacteraemia defined as time from administration of an antibiotic with in vitro activity to first negative blood culture. Time to blood culture sterilization was compared through risk-set matching with aid of a propensity score. RESULTS: Overall, 238 patients were included; 66% (157/238) received standard treatment and 34% (81/238) received combination therapy. The median (IQR) time to carbapenem initiation was 4.7 (3.63-6.5) days. Patients who received combination therapy were younger (P = 0.012), more likely to have endocarditis (P = 0.034) and had longer median duration of bacteraemia (P < 0.001). After applying risk-set matching, patients who received combination therapy experienced faster time to blood culture sterilization compared with control patients [HR = 1.618 (95% CI; 1.119-2.339) P = 0.011]. Using a paired hazard model, 90 day mortality rates were not statistically different among patients who received combination therapy versus matched controls [HR = 1.267 (95% CI; 0.610-2.678), P = 0.608]. DISCUSSION: Carbapenem combination therapy resulted in faster time to blood culture sterilization, but no differences in overall mortality rates. Randomized trials are critical to determine the utility of carbapenem combination therapy.


Asunto(s)
Antibacterianos , Bacteriemia , Carbapenémicos , Quimioterapia Combinada , Nivel de Atención , Infecciones Estafilocócicas , Staphylococcus aureus , Humanos , Bacteriemia/tratamiento farmacológico , Bacteriemia/microbiología , Bacteriemia/mortalidad , Estudios Retrospectivos , Femenino , Masculino , Persona de Mediana Edad , Antibacterianos/uso terapéutico , Antibacterianos/administración & dosificación , Anciano , Infecciones Estafilocócicas/tratamiento farmacológico , Infecciones Estafilocócicas/microbiología , Infecciones Estafilocócicas/mortalidad , Carbapenémicos/uso terapéutico , Carbapenémicos/farmacología , Staphylococcus aureus/efectos de los fármacos , Resultado del Tratamiento , Adulto
13.
J Antimicrob Chemother ; 79(8): 2053-2061, 2024 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-38958258

RESUMEN

OBJECTIVES: The risk factors and outcomes associated with persistent bacteraemia in Gram-negative bloodstream infection (GN-BSI) are not well described. We conducted a follow-on analysis of a retrospective population-wide cohort to characterize persistent bacteraemia in patients with GN-BSI. METHODS: We included all hospitalized patients >18 years old with GN-BSI between April 2017 and December 2021 in Ontario who received follow-up blood culture (FUBC) 2-5 days after the index positive blood culture. Persistent bacteraemia was defined as having a positive FUBC with the same Gram-negative organism as the index blood culture. We identified variables independently associated with persistent bacteraemia in a multivariable logistic regression model. We evaluated whether persistent bacteraemia was associated with increased odds of 30- and 90-day all-cause mortality using multivariable logistic regression models adjusted for potential confounders. RESULTS: In this study, 8807 patients were included; 600 (6.8%) had persistent bacteraemia. Having a permanent catheter, antimicrobial resistance, nosocomial infection, ICU admission, respiratory or skin and soft tissue source of infection, and infection by a non-fermenter or non-Enterobacterales/anaerobic organism were associated with increased odds of having persistent bacteraemia. The 30-day mortality was 17.2% versus 9.6% in those with and without persistent bacteraemia (aOR 1.65, 95% CI 1.29-2.11), while 90-day mortality was 25.5% versus 16.9%, respectively (aOR 1.53, 95% CI 1.24-1.89). Prevalence and odds of developing persistent bacteraemia varied widely depending on causative organism. CONCLUSIONS: Persistent bacteraemia is uncommon in GN-BSI but is associated with poorer outcomes. A validated risk stratification tool may be useful to identify patients with persistent bacteraemia.


Asunto(s)
Bacteriemia , Infecciones por Bacterias Gramnegativas , Humanos , Bacteriemia/epidemiología , Bacteriemia/microbiología , Bacteriemia/mortalidad , Estudios Retrospectivos , Masculino , Femenino , Persona de Mediana Edad , Anciano , Ontario/epidemiología , Infecciones por Bacterias Gramnegativas/epidemiología , Infecciones por Bacterias Gramnegativas/mortalidad , Infecciones por Bacterias Gramnegativas/microbiología , Factores de Riesgo , Bacterias Gramnegativas/aislamiento & purificación , Adulto , Cultivo de Sangre , Infección Hospitalaria/epidemiología , Infección Hospitalaria/microbiología , Infección Hospitalaria/mortalidad , Anciano de 80 o más Años , Antibacterianos/uso terapéutico , Relevancia Clínica
14.
J Antimicrob Chemother ; 79(11): 2846-2853, 2024 Nov 04.
Artículo en Inglés | MEDLINE | ID: mdl-39224938

RESUMEN

OBJECTIVES: To determine the association of adequate empirical combination therapy (AECT) with 30-day all-cause mortality in patients with septic shock due to Pseudomonas aeruginosa bloodstream infections (BSI). METHODS: This multicentre, retrospective cohort study analysed data from 14 public hospitals in Italy, including all consecutive adult patients admitted during 2021-2022 with septic shock due to P. aeruginosa BSI. We compared the outcomes of patients receiving AECT to those on adequate empirical monotherapy (AEMT) using Cox regression analyses. RESULTS: Of the 98 patients who received adequate empirical antibiotic treatment for septic shock due to P. aeruginosa BSI, 24 underwent AECT and 74 were given AEMT. AECT was associated with a lower 30-day all-cause mortality (25%, six out of 24) compared to AEMT (56.8%, 42 out of 74; P = 0.007). Multivariate Cox regression analysis indicated AECT as the only factor significantly associated with improved survival (aHR 0.30; 95% CI 0.12-0.71; P = 0.006). By contrast, the use of monotherapy or combination therapy in the definitive regimen did not influence mortality (aHR 0.73; 95% CI 0.25-2.14; P = 0.568). CONCLUSIONS: AECT may be associated with reduced mortality compared to monotherapy in septic shock patients due to P. aeruginosa BSI. However, the administration of definitive adequate monotherapy or combination therapy yields similar outcomes, suggesting that once susceptibility is documented, switching to a single active in vitro drug is safe and feasible. Further studies are recommended to validate these findings.


Asunto(s)
Antibacterianos , Bacteriemia , Quimioterapia Combinada , Infecciones por Pseudomonas , Pseudomonas aeruginosa , Choque Séptico , Humanos , Estudios Retrospectivos , Choque Séptico/mortalidad , Choque Séptico/tratamiento farmacológico , Choque Séptico/microbiología , Infecciones por Pseudomonas/tratamiento farmacológico , Infecciones por Pseudomonas/mortalidad , Infecciones por Pseudomonas/microbiología , Masculino , Femenino , Antibacterianos/uso terapéutico , Anciano , Persona de Mediana Edad , Pseudomonas aeruginosa/efectos de los fármacos , Pseudomonas aeruginosa/aislamiento & purificación , Bacteriemia/tratamiento farmacológico , Bacteriemia/mortalidad , Bacteriemia/microbiología , Italia/epidemiología , Resultado del Tratamiento , Anciano de 80 o más Años , Adulto
15.
J Antimicrob Chemother ; 79(6): 1456-1461, 2024 06 03.
Artículo en Inglés | MEDLINE | ID: mdl-38708907

RESUMEN

BACKGROUND: A small proportion of Escherichia coli and Klebsiella pneumoniae demonstrate in vitro non-susceptibility to piperacillin/tazobactam but retain susceptibility to ceftriaxone. Uncertainty remains regarding how best to treat these isolates. OBJECTIVES: We sought to compare clinical outcomes between patients with piperacillin/tazobactam-non-susceptible but ceftriaxone-susceptible E. coli or K. pneumoniae bloodstream infection receiving definitive therapy with ceftriaxone versus an alternative effective antibiotic. METHODS: We retrospectively identified patients with a positive blood culture for piperacillin/tazobactam-non-susceptible but ceftriaxone-susceptible E. coli or K. pneumoniae between 1 January 2013 and 31 December 2022. Patients were divided into one of two definitive treatment groups: ceftriaxone or alternative effective antibiotic. Our primary outcome was a composite of 90 day all-cause mortality, hospital readmission, or recurrence of infection. We used Cox proportional hazards models to compare time with the composite outcome between groups. RESULTS: Sixty-two patients were included in our analysis. Overall, median age was 63 years (IQR 49.5-71.0), the most common source of infection was intra-abdominal (25/62; 40.3%) and the median total duration of therapy was 12.0 days (IQR 9.0-16.8). A total of 9/22 (40.9%) patients in the ceftriaxone treatment group and 18/40 (45.0%) patients in the alternative effective antibiotic group met the composite endpoint. In an adjusted time-to-event analysis, there was no difference in the composite endpoint between groups (HR 0.67, 95% CI 0.30-1.50). The adjusted Bayesian posterior probability that the HR was less than or equal to 1 (i.e. ceftriaxone is as good or better than alternative therapy) was 85%. CONCLUSIONS: These findings suggest that ceftriaxone can be used to effectively treat bloodstream infections with E. coli or K. pneumoniae that are non-susceptible to piperacillin/tazobactam but susceptible to ceftriaxone.


Asunto(s)
Antibacterianos , Bacteriemia , Ceftriaxona , Infecciones por Escherichia coli , Escherichia coli , Infecciones por Klebsiella , Klebsiella pneumoniae , Pruebas de Sensibilidad Microbiana , Combinación Piperacilina y Tazobactam , Humanos , Ceftriaxona/uso terapéutico , Ceftriaxona/farmacología , Klebsiella pneumoniae/efectos de los fármacos , Klebsiella pneumoniae/aislamiento & purificación , Persona de Mediana Edad , Masculino , Femenino , Estudios Retrospectivos , Anciano , Antibacterianos/uso terapéutico , Antibacterianos/farmacología , Combinación Piperacilina y Tazobactam/uso terapéutico , Combinación Piperacilina y Tazobactam/farmacología , Escherichia coli/efectos de los fármacos , Escherichia coli/aislamiento & purificación , Bacteriemia/tratamiento farmacológico , Bacteriemia/microbiología , Bacteriemia/mortalidad , Infecciones por Klebsiella/tratamiento farmacológico , Infecciones por Klebsiella/microbiología , Infecciones por Klebsiella/mortalidad , Infecciones por Escherichia coli/tratamiento farmacológico , Infecciones por Escherichia coli/microbiología , Resultado del Tratamiento
16.
J Antimicrob Chemother ; 79(11): 2916-2922, 2024 Nov 04.
Artículo en Inglés | MEDLINE | ID: mdl-39236214

RESUMEN

BACKGROUND: The CDC reported a 35% increase in hospital-onset (HO) carbapenem-resistant Enterobacterales (CRE) infections during the COVID-19 pandemic. We evaluated patient outcomes following HO and community-onset (CO) CRE bloodstream infections (BSI). METHODS: Patients prospectively enrolled in CRACKLE-2 from 56 hospitals in 10 countries between 30 April 2016 and 30 November 2019 with a CRE BSI were eligible. Infections were defined as CO or HO by CDC guidelines, and clinical characteristics and outcomes were compared. The primary outcome was desirability of outcome ranking (DOOR) 30 days after index culture. Difference in 30-day mortality was calculated with 95% CI. RESULTS: Among 891 patients with CRE BSI, 65% were HO (582/891). Compared to those with CO CRE, patients with HO CRE were younger [median 60 (Q1 42, Q3 70) years versus 65 (52, 74); P < 0.001], had fewer comorbidities [median Charlson comorbidity index 2 (1, 4) versus 3 (1, 5); P = 0.002] and were more acutely ill (Pitt bacteraemia score ≥4: 47% versus 32%; P < 0.001). The probability of a better DOOR outcome in a randomly selected patient with CO BSI compared to a patient with HO BSI was 60.6% (95% CI: 56.8%-64.3%). Mortality at 30-days was 12% higher in HO BSI (192/582; 33%) than CO BSI [66/309 (21%); P < 0.001]. CONCLUSION: We found a disproportionately greater impact on patient outcomes with HO compared to CO CRE BSIs; thus, the recently reported increases in HO CRE infections by CDC requires rigorous surveillance and infection prevention methods to prevent added mortality.


Asunto(s)
COVID-19 , Enterobacteriaceae Resistentes a los Carbapenémicos , Infecciones Comunitarias Adquiridas , Infecciones por Enterobacteriaceae , Humanos , Masculino , Persona de Mediana Edad , Femenino , Anciano , Infecciones por Enterobacteriaceae/mortalidad , Infecciones por Enterobacteriaceae/microbiología , Infecciones por Enterobacteriaceae/tratamiento farmacológico , Infecciones por Enterobacteriaceae/epidemiología , Infecciones Comunitarias Adquiridas/microbiología , Infecciones Comunitarias Adquiridas/mortalidad , Enterobacteriaceae Resistentes a los Carbapenémicos/efectos de los fármacos , Adulto , COVID-19/mortalidad , COVID-19/epidemiología , Estudios Prospectivos , Infección Hospitalaria/mortalidad , Infección Hospitalaria/microbiología , Infección Hospitalaria/epidemiología , Bacteriemia/mortalidad , Bacteriemia/microbiología , Bacteriemia/epidemiología , Bacteriemia/tratamiento farmacológico , Antibacterianos/farmacología , Antibacterianos/uso terapéutico , SARS-CoV-2
17.
BMC Microbiol ; 24(1): 325, 2024 Sep 06.
Artículo en Inglés | MEDLINE | ID: mdl-39242991

RESUMEN

PURPOSE: Invasive Listeria monocytogenes infection is rare, but can lead to life-threatening complications among high-risk patients. Our aim was to assess characteristics and follow-up of adults hospitalized with invasive L. monocytogenes infection. METHODS: A retrospective observational cohort study was conducted at a national referral center between 2004 and 2019. Patients with proven invasive listeriosis, defined by the European Centre for Disease Prevention and Control criteria, were included. Data collection and follow-up were performed using the hospital electronic system, up until the last documented visit. The primary outcome was in-hospital all-cause mortality, secondary outcomes included residual neurological symptoms, brain abscess occurrence, and requirement for intensive care unit (ICU) admission. RESULTS: Altogether, 63 cases were identified (57.1% male, median age 58.8 ± 21.7 years), and 28/63 developed a complicated disease course (44.4%). At diagnosis, 38/63 (60.3%) presented with sepsis, 54/63 (85.7%) had central nervous system involvement, while 9/63 (14.3%) presented with isolated bacteremia. Frequent clinical symptoms included fever (53/63, 84.1%), altered mental state (49/63, 77.8%), with immunocompromised conditions apparent in 56/63 (88.9%). L. monocytogenes was isolated from blood (37/54, 68.5%) and cerebrospinal fluid (48/55, 87.3%), showing in vitro full susceptibility to ampicillin and meropenem (100% each), gentamicin (86.0%) and trimethoprim/sulfamethoxazole (97.7%). In-hospital all-cause mortality was 17/63 (27.0%), and ICU admission was required in 28/63 (44.4%). At discharge, residual neurological deficits (11/46, 23.9%) and brain abscess formation (6/46, 13.0%) were common. CONCLUSION: Among hospitalized adult patients with comorbidities, invasive L. monocytogenes infections are associated with high mortality and neurological complications during follow-up.


Asunto(s)
Hospitalización , Listeria monocytogenes , Listeriosis , Humanos , Masculino , Femenino , Persona de Mediana Edad , Listeriosis/mortalidad , Listeriosis/microbiología , Listeriosis/epidemiología , Listeriosis/tratamiento farmacológico , Listeria monocytogenes/patogenicidad , Listeria monocytogenes/aislamiento & purificación , Listeria monocytogenes/efectos de los fármacos , Estudios Retrospectivos , Anciano , Hungría/epidemiología , Adulto , Hospitalización/estadística & datos numéricos , Estudios de Seguimiento , Antibacterianos/uso terapéutico , Antibacterianos/farmacología , Unidades de Cuidados Intensivos/estadística & datos numéricos , Bacteriemia/microbiología , Bacteriemia/mortalidad , Bacteriemia/epidemiología , Bacteriemia/tratamiento farmacológico , Anciano de 80 o más Años , Sepsis/microbiología , Sepsis/mortalidad , Sepsis/epidemiología , Sepsis/tratamiento farmacológico , Mortalidad Hospitalaria
18.
BMC Microbiol ; 24(1): 309, 2024 Aug 22.
Artículo en Inglés | MEDLINE | ID: mdl-39174950

RESUMEN

BACKGROUND: Klebsiella pneumoniae (KP) is the second most prevalent Gram-negative bacterium causing bloodstream infections (BSIs). In recent years, the management of BSIs caused by KP has become increasingly complex due to the emergence of carbapenem-resistant Klebsiella pneumoniae (CRKP). Although numerous studies have explored the risk factors for the development of CRKP-BSIs, the mortality of patients with KP-BSIs, and the molecular epidemiological characteristics of CRKP, the variability in data across different populations, countries, and hospitals has led to inconsistent conclusions. In this single-center retrospective observational study, we utilized logistic regression analyses to identify independent risk factors for CRKP-BSIs and factors associated with mortality in KP-BSI patients. Furthermore, a risk factor-based prediction model was developed. CRKP isolates underwent whole-genome sequencing (WGS), followed by an evaluation of microbiological characteristics, including antimicrobial resistance and virulence genes, as well as epidemiological characteristics and phylogenetic analysis. RESULTS: Our study included a total of 134 patients with KP-BSIs, comprising 50 individuals infected with CRKP and 84 with carbapenem-susceptible Klebsiella pneumoniae (CSKP). The independent risk factors for CRKP-BSIs were identified as gastric catheterization (OR = 9.143; CI = 1.357-61.618; P = 0.023), prior ICU hospitalization (OR = 4.642; CI = 1.312-16.422; P = 0.017), and detection of CRKP in non-blood sites (OR = 8.112; CI = 2.130-30.894; P = 0.002). Multivariate analysis revealed that microbiologic eradication after 6 days (OR = 3.569; CI = 1.119-11.387; P = 0.032), high Pitt bacteremia score (OR = 1.609; CI = 1.226-2.111; P = 0.001), and inappropriate empirical treatment after BSIs (OR = 6.756; CI = 1.922-23.753; P = 0.003) were independent risk factors for the 28-day mortality in KP-BSIs. The prediction model confirmed that microbiologic eradication after 6.5 days and a Pitt bacteremia score of 4.5 or higher were significant predictors of the 28-day mortality. Bioinformatics analysis identified ST11 as the predominant CRKP sequence type, with blaKPC-2 as the most prevalent gene variant. CRKP stains carried multiple plasmid-mediated resistance genes along with some virulence genes. Phylogenetic analysis indicated the presence of nosocomial transmission of ST11 CRKP within the ICU. CONCLUSIONS: The analysis of risk factors for developing CRKP-BSIs and the association between KP-BSIs and 28-day mortality, along with the development of a risk factor-based prediction model and the characterization of CRKP strains, enhances clinicians' understanding of the pathogens responsible for BSIs. This understanding may help in the timely administration of antibiotic therapy for patients with suspected KP-BSIs, potentially improving outcomes.


Asunto(s)
Antibacterianos , Bacteriemia , Carbapenémicos , Infecciones por Klebsiella , Klebsiella pneumoniae , Humanos , Klebsiella pneumoniae/genética , Klebsiella pneumoniae/efectos de los fármacos , Klebsiella pneumoniae/aislamiento & purificación , Estudios Retrospectivos , Infecciones por Klebsiella/microbiología , Infecciones por Klebsiella/epidemiología , Infecciones por Klebsiella/mortalidad , Infecciones por Klebsiella/tratamiento farmacológico , Factores de Riesgo , Masculino , Femenino , Persona de Mediana Edad , Anciano , Bacteriemia/microbiología , Bacteriemia/mortalidad , Bacteriemia/epidemiología , Bacteriemia/tratamiento farmacológico , Antibacterianos/farmacología , Carbapenémicos/farmacología , Filogenia , Pruebas de Sensibilidad Microbiana , Secuenciación Completa del Genoma , Enterobacteriaceae Resistentes a los Carbapenémicos/genética , Enterobacteriaceae Resistentes a los Carbapenémicos/efectos de los fármacos , Enterobacteriaceae Resistentes a los Carbapenémicos/aislamiento & purificación , Factores de Virulencia/genética , Anciano de 80 o más Años , Adulto
19.
Rheumatology (Oxford) ; 63(11): 2989-2996, 2024 Nov 01.
Artículo en Inglés | MEDLINE | ID: mdl-38460189

RESUMEN

OBJECTIVES: Osteoarticular infection (OAI) is a feared complication of Staphylococcus aureus bacteraemia (SAB) and is associated with poor outcomes. We aimed to explore the risk of OAI and death following SAB in patients with and without rheumatoid arthritis (RA) and to identify risk factors for OAI in patients with RA. METHODS: Danish nationwide cohort study of all patients with microbiologically verified first-time SAB between 2006-18. We identified RA, SAB, comorbidities, and RA-related characteristics (e.g. orthopaedic implants and antirheumatic treatment) in national registries including the rheumatology registry DANBIO. We estimated the cumulative incidence of OAI and death and adjusted hazard ratios (HRs, multivariate Cox regression). RESULTS: We identified 18 274 patients with SAB (n = 367 with RA). The 90-day cumulative incidence of OAI was 23.1% (95% CI 18.8; 27.6) for patients with RA and 12.5% (12.1; 13.0) for patients without RA (non-RA) [HR 1.93 (1.54; 2.41)]. For RA patients with orthopaedic implants cumulative incidence was 29.4% (22.9; 36.2) [HR 1.75 (1.08; 2.85)], and for current users of tumor necrosis factor inhibitors (TNFi) it was 41.9% (27.0; 56.1) [HR 2.27 (1.29; 3.98) compared with non-users]. All-cause 90-day mortality following SAB was similar in RA [35.4% (30.6; 40.3)] and non-RA [33.9% (33.2; 34.5), HR 1.04 (0.87; 1.24)]. CONCLUSION: Following SAB, almost one in four patients with RA contracted OAI corresponding to a doubled risk compared with non-RA. In RA, orthopaedic implants and current TNFi use were associated with approximately doubled OAI risk. One in three died within 90 days in both RA and non-RA. These findings encourage vigilance in RA patients with SAB to avoid treatment delay of OAI.


Asunto(s)
Artritis Reumatoide , Bacteriemia , Infecciones Estafilocócicas , Staphylococcus aureus , Humanos , Artritis Reumatoide/tratamiento farmacológico , Artritis Reumatoide/complicaciones , Artritis Reumatoide/mortalidad , Femenino , Masculino , Dinamarca/epidemiología , Persona de Mediana Edad , Infecciones Estafilocócicas/mortalidad , Infecciones Estafilocócicas/epidemiología , Anciano , Bacteriemia/mortalidad , Bacteriemia/epidemiología , Bacteriemia/microbiología , Incidencia , Factores de Riesgo , Estudios de Cohortes , Sistema de Registros , Adulto , Antirreumáticos/uso terapéutico , Artritis Infecciosa/epidemiología , Artritis Infecciosa/microbiología , Artritis Infecciosa/mortalidad
20.
Int Microbiol ; 27(5): 1345-1355, 2024 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-38233723

RESUMEN

BACKGROUND: Children in the intensive care unit (ICU) who suffer from severe basic diseases and low immunity are usually in critical condition. It is crucial to assist clinicians in selecting the appropriate empirical antibiotic therapies for clinical infection control. METHODS: We retrospectively analyzed data from 281 children with bloodstream infection (BSI). Comparisons of basic data, pathogenic information, and drug resistance of the main bacteria were conducted. RESULTS: We detected 328 strains, including Gram-positive bacteria (223, 68%), mainly coagulase-negative Staphylococci (CoNS); Gram-negative bacteria (91, 27.7%); and fungi (14, 4.3%). The results of the binary logistic regression analysis showed that the main basic disease was an independent risk factor for death. Compared with Escherichia coli, Klebsiella pneumoniae exhibited a higher proportion of extended-spectrum ß-lactamases (ESBLs), and its resistance to some ß-lactamides and quinolones antibiotics were lower. Twenty-seven isolates of multidrug-resistant (MDR) bacteria were detected, of which carbapenem-resistant Acinetobacter baumannii (CRAB) accounted for the highest proportion (13, 48.2%). CONCLUSIONS: CoNS was the principal pathogen causing BSI in children in the ICU of children, and Escherichia coli was the most common Gram-negative pathogen. The main basic disease was an independent risk factor for death. It is necessary to continuously monitor patients with positive blood cultures, pay special attention to detected MDR bacteria, and strengthen the management of antibiotics and prevention and control of nosocomial infections.


Asunto(s)
Antibacterianos , Bacteriemia , Humanos , China/epidemiología , Preescolar , Lactante , Estudios Retrospectivos , Masculino , Femenino , Niño , Antibacterianos/farmacología , Antibacterianos/uso terapéutico , Bacteriemia/microbiología , Bacteriemia/epidemiología , Bacteriemia/tratamiento farmacológico , Bacteriemia/mortalidad , Unidades de Cuidados Intensivos/estadística & datos numéricos , Recién Nacido , Adolescente , Bacterias/efectos de los fármacos , Bacterias/clasificación , Bacterias/aislamiento & purificación , Bacterias/genética , Farmacorresistencia Bacteriana , Farmacorresistencia Bacteriana Múltiple , Infección Hospitalaria/microbiología , Infección Hospitalaria/epidemiología , Pruebas de Sensibilidad Microbiana , Bacterias Gramnegativas/efectos de los fármacos , Bacterias Gramnegativas/aislamiento & purificación , Bacterias Gramnegativas/clasificación , Hongos/efectos de los fármacos , Hongos/aislamiento & purificación , Hongos/clasificación , Hongos/genética , Factores de Riesgo
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