Antimicrobial prescribing in residential homes.

Objectives: Research in residential homes has been limited to date and the extent of systemic and topical antimicrobial prescribing is largely unknown. The aim of this study was to investigate antimicrobial prescribing in residential homes in Northern Ireland (NI).

Methods: Point prevalence studies (PPSs) were completed in November 2010 (PPS1) and April 2011 (PPS2) in 30 residential homes. Data were obtained from care plans, medication administration records and staff in relation to antimicrobial prescribing and facility and resident characteristics, and analysed descriptively.

Results: The point prevalence of systemic antimicrobial prescribing was 9.4% in PPS1 and 9.2% in PPS2 (range 0.0%–33.3% during both PPSs). Trimethoprim was the most commonly prescribed systemic antimicrobial and the main indication was the prevention of urinary tract infections. Almost 25% of systemic antimicrobials were prescribed at inappropriate doses. The point prevalence of topical antimicrobial prescribing was 6.4% (range 0.0%–22.2%) in PPS1 and 5.9% (range 0.0%–21.1%) in PPS2. The most commonly prescribed topical antimicrobials were chloramphenicol eye preparations in PPS1 and fusidic acid skin preparations in PPS2; treatment with these topical antimicrobials was generally prolonged. More than 25% of all systemic and 55% of all topical antimicrobials were initiated following telephone consultations as opposed to face-to-face consultations.

Conclusions: The prevalence of systemic antimicrobial prescribing in residential homes in NI is relatively high compared with care homes (particularly nursing homes) in other countries. Systemic and topical antimicrobial prescribing is not always appropriate in terms of the doses prescribed and the duration of use. It is apparent that current strategies employed in NI are insuf?cient to ensure prudent antimicrobial prescribing within this environment.

Biomolecular Mechanisms of Pseudomonas aeruginosa and Escherichia coli Biofilm Formation

Pseudomonas aeruginosa and Escherichia coli are the most prevalent Gram-negative biofilm forming medical device associated pathogens, particularly with respect to catheter associated urinary tract infections. In a similar manner to Gram-positive bacteria, Gram-negative biofilm formation is fundamentally determined by a series of steps outlined more fully in this review, namely adhesion, cellular aggregation, and the production of an extracellular polymeric matrix. More specifically this review will explore the biosynthesis and role of pili and flagella in Gram-negative adhesion and accumulation on surfaces in Pseudomonas aeruginosa and Escherichia coli. The process of biofilm maturation is compared and contrasted in both species, namely the production of the exopolysaccharides via the polysaccharide synthesis locus (Psl), pellicle Formation (Pel) and alginic acid synthesis in Pseudomonas aeruginosa, and UDP-4-amino-4-deoxy-l-arabinose and colonic acid synthesis in Escherichia coli. An emphasis is placed on the importance of the LuxR homologue sdiA; the luxS/autoinducer-II; an autoinducer-III/epinephrine/norepinephrine and indole mediated Quorum sensing systems in enabling Gram-negative bacteria to adapt to their environments. The majority of Gram-negative biofilms consist of polysaccharides of a simple sugar structure (either homo- or heteropolysaccharides) that provide an optimum environment for the survival and maturation of bacteria, allowing them to display increased resistance to antibiotics and predation.

Common infection-related conditions and risk of lymphoid malignancies in older individuals

Background: Chronic antigenic stimulation may initiate non-Hodgkin (NHL) and Hodgkin lymphoma (HL) development. Antecedent, infection-related conditions have been associated, but evidence by lymphoproliferative subtype is limited. Methods: From the US SEER-Medicare database, 44 191 NHL, 1832 HL and 200 000 population-based controls, frequency-matched to all SEER cancer cases, were selected. Logistic regression models, adjusted for potential confounders, compared infection-related conditions in controls with HL and NHL patients and by the NHL subtypes diffuse large B-cell, T-cell, follicular and marginal zone lymphoma (MZL). Stratification by race was undertaken. Results: Respiratory tract infections were broadly associated with NHL, particularly MZL. Skin infections were associated with a 15–28% increased risk of NHL and with most NHL subtypes, particularly cellulitis with T-cell lymphoma (OR 1.36, 95%CI 1.24–1.49). Only herpes zoster remained associated with HL following Bonferroni correction (OR 1.55, 95% CI 1.28–1.87). Gastrointestinal and urinary tract infections were not strongly associated with NHL or HL. In stratified analyses by race, sinusitis, pharyngitis, bronchitis and cellulitis showed stronger associations with total NHL in blacks than whites (P<0.001). Conclusions: Infections may contribute to the aetiologic pathway and/or be markers of underlying immune modulation. Precise elucidation of these mechanisms may provide important clues for understanding how immune disturbance contributes to lymphoma.

Precious transition metals: the importance of Zn2+, Mn2+ and Cu2+ in the human pathogen Enterococcus faecalis

Dissertation presented to obtain the Ph.D degree in Biology

Non-clinical isolates bring new findings on enterococcal virulence

Dissertation presented to obtain the PhD degree in Biology

Enterococcus faecalis V583 prophages: Dynamic interactions and contribution to bacterial pathogenic traits

Dissertation presented to obtain the Ph.D degree in Biology.

Infecções urinárias adquiridas no hospital : resultados de um estudo de coorte realizado num serviço de medicina interna

RESUMO - Introdução: As infecções associadas aos cuidados de saúde são um importante problema de saúde pública. Entre elas, as infecções urinárias são as mais frequentes associando‐se a elevados custos e morbilidade. Pretende‐se caracterizar as ITU adquiridas no Hospital (ITUaH) ocorridas num serviço de Medicina Interna de um hospital português. Métodos: Efectuou‐se um estudo de coorte (histórica) para determinação da incidência da ITUaH e da bacteriúria assintomática. Analisaram-se os dados correspondentes a uma amostra aleatória sistemática de 388 doentes, representativa dos 3492 admissões ocorridas, em 2014, nesse Serviço. Resultados: A taxa de incidência global de ITUaH foi de 6,2% (24/388; IC 95%:[3,8--‐8,6%]). Ocorreram 19,76 ITU por mil dias de cateter vesical (ITUaCV) e 4,17 ITUaCV por mil dias de internamento. A taxa de incidência de ITUaCV foi de 4% (15/388; IC 95%:[2%--‐6%]). Oitenta por cento destas infecções ocorreram em doentes sem indicação para a algaliação. Um quarto dos doentes desta coorte foram algaliados (24,7%; IC 95%: [20%--‐29%]), não se verificando indicação para o procedimento em 36,5% dos casos. Os principais factores de risco para a algaliação identificados foram a dependência total (OR: 24,47; IC 95%: [5,50--‐ 108,87]; p<0,001) a dependência grave (OR:11,43; IC 95% [2,56--‐50,93]; p=0,001) (escala de Barthel) e a carga de doença (OR: 1,19; IC 95% [1,03--‐1,38]; p=0,017) (índice de comorbilidade de Charlson). Foram utilizados CV em 759 dias dos 3591 dias de internamento quantificados neste estudo (21%). A Taxa de incidência de Bacteriúria Assintomática (BA) foi de 4,4% (IC 95%:[2--‐6%]). Cerca de 60% (10/17) desses doentes foram submetidos a tratamento contrariamente às recomendações clínicas actuais. Conclusões: Este estudo evidencia a necessidade de implementação de estratégias de prevenção, das quais se destaca a redução do número de algaliações. O tratamento da BA deve ser evitado.

Switch to Sirolimus-based immunosuppresion in stable renal transplant recipients

Purpose: Sirolimus (SRL) has been used to replace calcineurin inhibitors (CNI) for various indications including CNI-induced toxicity. The aim of this study was to evaluate the efficacy and safety of switching from CNI to SRL in stable renal transplant recipients (RTR) with low grade proteinuria (<1 g/24 h). Methods and materials: Between 2001 and 2007, 41 patients (20 females, 21 males; mean age 47 ± 13) were switched after a median time post-transplantation of 73.5 months (range 0.2-273.2 months). Indications for switch were CNI nephrotoxicity (39%), thrombotic micro-angiopathy (14.6%), post-transplantation cancer (24.4%), CNI neurotoxicity (7.4%), or others (14.6%). Mean follow-up after SRL switch was 23.8±16.3 months. Mean SRL dosage and through levels were 2.4 ± 1.1 mg/day and 8 ± 2.2 ug/l respectively. Immunosuppressive regiments were SRL + mycophenolate mofetil (MMF) (31.7%), SRL + MMF + prednisone (36.58%), SRL + prednisone (19.51%), SRL + Azathioprine (9.75%), or SRL alone (2.43%). Results: Mean creatinine decreased from 164 to 143 μmol/l (p <0.03), mean estimated glomerular filtration rate (eGFR) increased significantly from 50.13 to 55.01 ml/minute (p <0.00001), mean systolic and diastolic blood pressure decreased from 138 to 132 mm Hg (p <0.03) and from 83 to78 mm Hg (p <0.01), but mean proteinuria increased from 0.21 to 0.63 g/24 h (p <0.001). While mean total cholesterolemia didn't increased significantly from 5.09 to 5.56 mmol/l (p = 0.06). The main complications after SRL switch were dermatitis (19.5%), urinary tract infections (24.4%), ankle edema (13.3%), and transient oral ulcers (20%). Acute rejection after the switch occurred in 7.3% of patients (n = 3), and 2 acute rejections were successfully treated with corticosteroids and 1 did not respond to treatment (not related to switch). SRL had to be discontinued in 17% of patients (2 nephrotic syndromes, 2 severe edema, 1 acute rejection, 1 thrombotic micro-angiopathy, and 1 fever). Conclusion: In conclusion, we found that switching from CNI to SRL in stable RTR was safe and associated with a significant improvement of renal function and blood pressure. Known side-effects of SRL led to drug discontinuation in less than 20% of patients and the acute rejection rate was 7.3%. This experience underlines the importance of patient selection before switching to SRL, in particular regarding preswitch proteinuria.

Medication use in pregnancy: a cross-sectional, multinational web-based study.

OBJECTIVES: Intercountry comparability between studies on medication use in pregnancy is difficult due to dissimilarities in study design and methodology. This study aimed to examine patterns and factors associated with medications use in pregnancy from a multinational perspective, with emphasis on type of medication utilised and indication for use. DESIGN: Cross-sectional, web-based study performed within the period from 1 October 2011 to 29 February 2012. Uniform collection of drug utilisation data was performed via an anonymous online questionnaire. SETTING: Multinational study in Europe (Western, Northern and Eastern), North and South America and Australia. PARTICIPANTS: Pregnant women and new mothers with children less than 1 year of age. PRIMARY AND SECONDARY OUTCOME MEASURES: Prevalence of and factors associated with medication use for acute/short-term illnesses, chronic/long-term disorders and over-the-counter (OTC) medication use. RESULTS: The study population included 9459 women, of which 81.2% reported use of at least one medication (prescribed or OTC) during pregnancy. Overall, OTC medication use occurred in 66.9% of the pregnancies, whereas 68.4% and 17% of women reported use of at least one medication for treatment of acute/short-term illnesses and chronic/long-term disorders, respectively. The extent of self-reported medicated illnesses and types of medication used by indication varied across regions, especially in relation to urinary tract infections, depression or OTC nasal sprays. Women with higher age or lower educational level, housewives or women with an unplanned pregnancy were those most often reporting use of medication for chronic/long-term disorders. Immigrant women in Western (adjusted OR (aOR): 0.55, 95% CI 0.34 to 0.87) and Northern Europe (aOR: 0.50, 95% CI 0.31 to 0.83) were less likely to report use of medication for chronic/long-term disorders during pregnancy than non-immigrants. CONCLUSIONS: In this study, the majority of women in Europe, North America, South America and Australia used at least one medication during pregnancy. There was a substantial inter-region variability in the types of medication used.

Use of anti-infective drugs during pregnancy : prevalence, predictors of use and the risk of preterm birth and small-for-gestational-age newborns

Résumé: Les anti-infectieux sont parmi les médicaments les plus utilisés pendant la grossesse. Les indications pour l’utilisation de ces médicaments, telles que les infections bactériennes, figurent parmi les facteurs de risque les plus importants pour la prématurité et les enfants nés petits pour l'âge gestationnel («Small-for-gestational-age », SGA). Ces complications de la grossesse peuvent avoir des incidences sur la santé du nouveau né et sur son développement futur. Compte tenu des impacts sur la santé de la mère et de l’enfant, la prise en charge et le traitement efficace de ces infections sont impératifs. Cependant, l'utilisation des anti-infectieux, pour éviter des issues de grossesse défavorables, fait l’objet d’une controverse dans la littérature. Cette controverse est en partie liée à la qualité méthodologique discutable des études disponibles sur le sujet. Les quatre études présentées dans cette thèse ont donc pour objectif d’investiguer l’utilisation des anti-infectieux durant la grossesse ainsi que d’évaluer le risque de prématurité et de SGA après utilisation de ces médicaments en période gestationnelle. Une révision systématique de la littérature sur l’utilisation du métronidazole durant la grossesse est également présentée. Nous avons utilisé, comme source de données le Registre des Grossesses du Québec, une cohorte longitudinale conçue à partir du jumelage de trois bases de données administratives de la province du Québec (RAMQ, Med-Echo et ISQ). Le registre fournit des informations sur les prescriptions, les services pharmaceutiques et médicaux, ainsi que des donnés sur les soins d’hospitalisation de courte durée et démographiques. Les deux premières études présentées dans cette thèse ont eu pour objectif d’évaluer la prévalence, les tendances, les indications et les prédicteurs de l’utilisation des anti-infectieux dans une cohorte, extraite du registre, de 97 680 femmes enceintes. A l’aide d’un devis cas-témoins, les 2 dernières études ont mesuré l’association entre l’utilisation d’anti-infectieux durant les 2 derniers trimestres de grossesse et le risque de prématurité et de SGA, respectivement. Un cas de prématurité a été défini comme un accouchement survenu avant 37 semaines de gestation. Un cas de SGA a été défini comme l’accouchement d’un enfant dont le poids à la naissance se situe sous le 10ème percentile du poids normalisé à la naissance (compte tenu de l’âge gestationnel et du sexe du bébé). Les données ont été recueillies pour les agents systémiques oraux, ainsi que pour les classes et les agents individuels. Nos résultats ont montré que la prévalence de l’utilisation des anti-infectieux durant la grossesse était comparable à celle d’autres études déjà publiées (25%). Nous avons observé une augmentation de l’utilisation des agents plus anciens et ayant des profils d’innocuité connus. Les prédicteurs de l’usage en début de grossesse identifiés sont : avoir eu plus de deux différentes prescriptions (OR ajusté = 3,83, IC 95% : 3,3-4,3), avoir eu un diagnostic d’infection urinaire (OR= 1,50, IC 95% : 1,3-1,8) et un diagnostic d’infection respiratoire (OR= 1,40, IC 95% : 1,2-1,6). L’utilisation des macrolides a été associée à une diminution du risque de prématurité (OR =0,65, IC 95% : 0,50-0,85). En revanche, les femmes ayant été exposées au métronidazole ont vu leur risque augmenté de 80% (OR=1,81, IC 95% : 1,30-2,54). L’utilisation d’azithromycine a été associée à une diminution importante du risque chez les femmes ayant un diagnostic de rupture prématurée des membranes (OR=0,31, IC 95% : 0,10-0,93). Cependant, l'utilisation de sulfaméthoxazole-triméthoprime (SXT) a été significativement associée à une augmentation du risque de SGA (OR= 1,61, IC 95% : 1,16-2,23), tandis que celle des anti-infectieux urinaires a été associée à une diminution du risque (OR= 0,80, 95%CI : 0.65-0.97). Les conclusions de nos travaux suggèrent que l’utilisation des macrolides et des pénicillines diminuent le risque de prématurité et de SGA. Nous devons considérer l'utilisation de différents choix thérapeutiques tels que l’azithromycine, lors de la prise en charge des infections pouvant induire la prématurité et le SGA.

Les Escherichia coli pathogènes extra-intestinaux (ExPEC) et la résistance aux antimicrobiens des carcasses de poulets au détail au Vietnam

Les marchés traditionnels et maintenant les supermarchés approvisionnent les demandes sans cesse en augmentation pour la viande de volaille au Vietnam. Peu d’études ont examiné la présence des E. coli pathogènes extra-intestinaux (ExPEC), une cause commune d’infection urinaire chez les humains, de même que la résistance aux antimicrobiens, la multi-résistance des Escherichia coli dans la viande de volaille au Vietnam. Le but de cette étude était d’évaluer la salubrité de la viande de volaille au Vietnam et de comparer les patrons de résistance aux antimicrobiens entre le Canada et le Vietnam. Des carcasses fraîches et congelées des marchés traditionnels et des supermarchés ont été échantillonnées au Vietnam. Les E. coli obtenus par rinçage des carcasses ont été caractérisé pour les gènes de virulence ExPEC (iucD, cnf, papC, tsh, Kps, afa, sfa) et pour la résistance aux antimicrobiens, phénotypiquement (Sensititre Aris®) et génotypiquement par PCR. Une multi-résistance et une fréquence élevée de résistance aux antimicrobiens d’importance pour les humains ont été détectées dans les isolats ExPEC. Les E. coli producteurs de β-lactamases à spectre élargi et de type AmpC et les gènes de résistance CTX-M et CMY correspondant ont été détectés. Des isolats multi-résistants BLSE putatif ont été identifiés appartenant au phylogroupe F. Les stratégies sur les antimicrobiens employés sur la ferme au Canada et au Vietnam pourraient influencer les profils de résistance des E. coli provenant des carcasses de poulets. En conclusion, la présence des ExPEC, la fréquence élevée de la résistance aux antimicrobiens et la détection des beta-lactamases soulignent la présence de danger pour la santé humaine de la viande de volaille crue ou insuffisamment cuite au Vietnam.

Molecular Epidemiology of Escherichia coli isolates from Environmental, Food and Clinical Sources

In the present study diversity of E. coli in the water samples of Cochin estuary were studied for a period of 3 years ranging from January 2010- December 2012. The stations were selected based on the closeness to satellite townships and waste input. Two of the stations (Chitoor and Thevara) were fixed upstream, two in the central part of the estuary namely Bolgatty and Off Marine Science Jetty, and one at the Barmouth. Diversity was assessed in terms of serotypes, phylogenetic groups and genotypes. Two groups of seafood samples such as fish and shellfish collected from the Cochin estuary were used for isolation of E. coli. One hundred clinical E. coli isolates were collected from one public health centre, one hospital and five medical labs in and around Cochin City, Kerala. From our results it was clear that pathogen cycling is occurring through food, water and clinical sources. Pathogen cycling through food is very common and fish and shellfish that harbour these strains might pose potential health risk to consumer. Estuarine environment is a melting pot for various kinds of wastes, both organic and inorganic. Mixing up of waste water from various sources such as domestic, industries, hospitals and sewage released into these water bodies resulting in the co-existence of E. coli from various sources thus offering a conducive environment for horizontal gene transfer. Opportunistic pathogens might acquire genes for drug resistance and virulence turning them to potential pathogens. Prevalence of ExPEC in the Cochin estuary, pose threat to people who use this water for fishing and recreation. Food chain also plays an important role in the transit of virulence genes from the environments to the human. Antibiotic resistant E. coli are widespread in estuarine water, seafood and clinical samples, for reasons well known such as indiscriminate use of antibiotics in animal production systems, aquaculture and human medicine. Since the waste water from these sources entering the estuary provides selection pressure to drug resistant mutants in the environment. It is high time that the authorities concerned should put systems in place for monitoring and enforcement to curb such activities. Microbial contamination can limit people’s enjoyment of coastal waters for contact recreation or shellfish-gathering. E. coli can make people sick if they are present in high levels in water used for contact recreation or shellfish gathering. When feeding, shellfish can filter large volumes of seawater, so any microorganisms present in the water become accumulated and concentrated in the shellfish flesh. If E. coli contaminated shellfish are consumed the impact to human health includes gastroenteritis, urinary tract infections (UTIs), and bacteraemia. In conclusion, the high prevalence of various pathogenic serotypes and phylogenetic groups, multidrug-resistance, and virulence factor genes detected among E. coli isolates from stations close to Cochin city is a matter of concern, since there is a large reservoir of antibiotic resistance genes and virulence traits within the community, and that the resistance genes and plasmid-encoded genes for virulence were easily transferable to other strains. Given the severity of the clinical manifestations of the disease in humans and the inability and/or the potential risks of antibiotic administration for treatment, it appears that the most direct and effective measure towards prevention of STEC and ExPEC infections in humans and ensuring public health may be considered as a priority.

Determinantes de la gestión clínica en atención médica domiciliaria de personas con secuelas de enfermedad cerebro-vascular

La atención domiciliaria constituye hoy una modalidad de atención que permite solventar las dificultades derivadas de la sobreocupación hospitalaria y la cronicidad, los cuales constituyen un problema de interés en salud pública en los países desarrollados y que pueden ser manejados en el domicilio del paciente como una opción costo-efectiva y segura. Para lo cual es necesario buscar estrategias que permitan su desarrollo, gestión de riesgos y modelos de atención, logrando mejorar las condiciones de salud de la población. Uno de los principales retos de la gestión de programas de atención en salud, se encuentra en definir los aspectos donde intervenir para potenciar la eficacia y la calidad en la prestación del servicio, por lo que dichos aspectos se constituyen como determinantes de la atención del paciente y su familia. En este documento se abordan los principales determinantes en la atención de personas con secuelas de Enfermedad cerebrovascular, que reciben manejo medico domiciliario, con el objetivo de identificar las áreas prioritarias de intervención, garantizando una mejor gestión clínica en tres áreas específicas: sobrecarga del cuidador, Polimedicación y ulceras por decúbito.

Patrones de resistencia bacteriana en infecciones urinarias en pacientes ambulatorios. JAVESALUD IPS. 2011-2012

Introducción: El aumento de la resistencia bacteriana, el uso inadecuado de antibióticos y las formulaciones empíricas, en infecciones urinarias, obligan a establecer las características epidemiológicas y de resistencia de nuestro medio. Método: Se revisaron todos los urocultivos positivos (RUFC mayor a 100000) solicitados en JAVESALUD entre junio/2011 y marzo/2012 y las historias clínicas correspondientes, con el objeto de realizar análisis descriptivo de variables demográficas, microorganismos aislados y resistencia bacteriana. Posteriormente se identificaron los factores de riesgo que favorecen aparición de multirresistencia en los pacientes mediante una regresión logística binaria. Resultados: Se obtuvieron 204 urocultivos, correspondientes a 120 pacientes. El 87% fueron mujeres (edad promedio 58,9 años). La bacteria más aislada: E. coli (64%). La resistencia antibiótica fue: ampicilina 57,39%, ciprofloxacina 28,9%, nitrofurantoína 9,71% y TMP/SMX 32,47%. La multirresistencia (24,3%) muestra asociación con el antecedente de múltiples tratamientos recibidos (p 0.015) y las infecciones urinarias a repetición (p 0.005). Discusión: La distribución por géneros y la resistencia son similares a lo reportados en la literatura, sin embargo, la frecuencia de infecciones por E. coli resulta menor a lo reportado. Los altos niveles de multirresistencia se encuentran relacionados con el tipo de pacientes manejados en la institución. Los manejos empíricos, con nitrofurantoína se deben limitar a los pacientes que cumplan a cabalidad con los criterios diagnósticos de infección urinaria simple. El urocultivo es fundamental en el manejo de pacientes con infecciones a repetición que hayan recibido múltiples tratamientos y que consulten de manera repetida al servicio de medicina general.

Factores de riesgo para infección de vías urinarias por enterobacterias productoras de betalactamasas de espectro extendido o AmpC adquiridas en la comunidad

Las infecciones de vías urinarias (IVU) son frecuentes en la comunidad, existe un incremento progresivo en los mecanismos de resistencia de las enterobacterias, conocer los factores de riesgo representa un interés en la investigación actual. Objetivo: identificar los factores de riesgo para IVU adquirida en la comunidad por enterobacterias productoras de β-lactamasas de espectro extendido (BLEE) o AmpC positivas. Diseño: estudio observacional analítico tipo casos y controles, 50 casos y 100 controles Medición: análisis de las variables de interés para la determinación de las asociaciones en los respectivos Odd ratios (OR). Resultados: se obtuvo un total de 25 casos y 50 controles, en el análisis univariado el uso previo de antibióticos (OR, 6.68; CI 95%, 2-22.32; P 0.001) y los procedimientos previos de la vía urinaria (OR, 3.45; CI 95%, 1.102-10.83; P 0.028) son factores de riesgo para IVU por BLEE o AmpC, en el análisis multivariado el uso previo de antibiótico represento el principal factor de riesgo (OR, 7.36; CI 95%, 1.76-30.77; P 0.006), las quinolonas fueron el antibiótico de uso previo más frecuente. Conclusiones: El uso previo de antibióticos es el principal factor de riesgo para adquirir IVU por enterobacterias productoras de BLEE o AmpC, es necesario ampliar el tamaño de la muestra actual para determinar el impacto que puedan tener las otras variables a estudio.