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1.
Antibiotics (Basel) ; 12(6)2023 May 24.
Artículo en Inglés | MEDLINE | ID: mdl-37370274

RESUMEN

Bloodstream infections (BSI) are an increasing cause of admissions to hospitals. Non-hospital-acquired BSI are defined by blood cultures that are positive less than 48 hours after admission, but a relevant difference exists between community-acquired and healthcare-associated (HCA) BSI in terms of risk of multidrug resistance (MDR). We planned a retrospective study in three different cohorts in order to develop and to temporally and spatially validate an easy and rapid prognostic model for identifying MDR non-hospital-acquired (non-HA) BSI. The pathogens most involved in BSI are Staphylococcus spp. and Escherichia coli, responsible for about 75% of all MDR isolated. The model includes age, gender, long-term care facility admission, immunocompromise, any recent invasive procedures and central line placement, recent intravenous treatment and antibiotic treatment. It shows an acceptable performance, especially for intermediate probabilities of MDR infection, with a C-index of 70%. The model was proposed in a nomogram that could allow better targeting of antibiotic therapy for non-HA BSI admitted in hospital. However, it should be further validated to determine its applicability in other populations.

2.
Intern Emerg Med ; 17(7): 1899-1905, 2022 10.
Artículo en Inglés | MEDLINE | ID: mdl-35852676

RESUMEN

Hand hygiene among professionals plays a crucial role in preventing healthcare-associated infections, yet poor compliance in hospital settings remains a lasting reason for concern. Nudge theory is an innovative approach to behavioral change first developed in economics and cognitive psychology, and recently spread and discussed in clinical medicine. To assess a combined nudge intervention (localized dispensers, visual reminders, and gain-framed posters) to promote hand hygiene compliance among hospital personnel. A quasi-experimental study including a pre-intervention phase and a post-intervention phase (9 + 9 consecutive months) with 117 professionals overall from three wards in a 350-bed general city hospital. Hand hygiene compliance was measured using direct observations by trained personnel and measurement of alcohol-based hand-rub consumption. Levels of hand hygiene compliance were low in the pre-intervention phase: 11.44% of hand hygiene opportunities prescribed were fulfilled overall. We observed a statistically significant effect of the nudge intervention with an increase to 18.71% (p < 0.001) in the post-intervention phase. Improvement was observed in all experimental settings (the three hospital wards). A statistical comparison across three subsequent periods of the post-intervention phase revealed no significant decay of the effect. An assessment of the collected data on alcohol-based hand-rub consumption indirectly confirms the main result in all experimental settings. Behavioral outcomes concerning hand hygiene in the hospital are indeed affected by contextual, nudging factors to a significant extent. If properly devised, nudging measures can provide a sustainable contribution to increase hand hygiene compliance in a hospital setting.


Asunto(s)
Infección Hospitalaria , Higiene de las Manos , Infección Hospitalaria/prevención & control , Adhesión a Directriz , Hospitales , Humanos , Personal de Hospital
3.
J Clin Med ; 11(15)2022 Jul 25.
Artículo en Inglés | MEDLINE | ID: mdl-35893395

RESUMEN

At the very beginning of the European spread of SARS-CoV-2, Piedmont was one of the most affected regions in Italy, with a strong impact on healthcare organizations. In this study, we evaluated the characteristics and outcomes of the COVID-19 patients in an entire region during the first three pandemic waves, identifying similarities and differences in the SARS-CoV-2 epidemic's timeline. We collected the health-administrative data of all the Piedmont COVID-19 patients infected during the first three pandemic waves (1 March 2020-15 April 2020; 15 October 2020-15 December 2020; 1 March 2021-15 April 2021, respectively). We compared differences among the waves in subjects positive for SARS-CoV-2 and in patients admitted to ICU. Overall, 18.621 subjects tested positive during the first wave (405 patients/day), 144.350 (2366.4 patients/day) in the second, and 81.823 (1778.8 patients/day) in the third. In the second and third waves, we observed a reduction in median age, comorbidity burden, mortality in outpatients, inpatients, and patients admitted to ICU, in intubation, invasive ventilation and tracheostomy, and a parallel increase in the use of CPAP. Our study confirmed a trend towards younger and healthier patients over time but also showed an independent effect of the period on mortality and ICU admission. The appearance of new viral variants, the starting of vaccination, and organizational improvements in tracking, outpatients and inpatients management could have influenced these trends.

4.
J Clin Med ; 11(11)2022 May 27.
Artículo en Inglés | MEDLINE | ID: mdl-35683419

RESUMEN

In the Emergency Department (ED), the decision to hospitalize or discharge COVID-19 patients is challenging. We assessed the utility of lung ultrasound (LUS), alone or in association with a clinical rule/score. This was a multicenter observational prospective study involving six EDs (NCT046291831). From October 2020 to January 2021, COVID-19 outpatients discharged from the ED based on clinical judgment were subjected to LUS and followed-up at 30 days. The primary clinical outcome was a composite of hospitalization or death. Within 393 COVID-19 patients, 35 (8.9%) reached the primary outcome. For outcome prognostication, LUS had a C-index of 0.76 (95%CI 0.68−0.84) and showed good performance and calibration. LUS-based classification provided significant differences in Kaplan−Meier curves, with a positive LUS leading to a hazard ratio of 4.33 (95%CI 1.95−9.61) for the primary outcome. The sensitivity and specificity of LUS for primary outcome occurrence were 74.3% (95%CI 59.8−88.8) and 74% (95%CI 69.5−78.6), respectively. The integration of LUS with a clinical score further increased sensitivity. In patients with a negative LUS, the primary outcome occurred in nine (3.3%) patients (p < 0.001 vs. unselected). The efficiency for rule-out was 69.7%. In unvaccinated ED patients with COVID-19, LUS improves prognostic stratification over clinical judgment alone and may support standardized disposition decisions.

5.
J Clin Virol Plus ; 2(1): 100065, 2022 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-35262036

RESUMEN

In the context of SARS-CoV-2 pandemic, rapid and easy-to-perform diagnostic methods are essential to limit the spread of the virus and for the clinical management of COVID-19 patients. Although real-time polymerase chain reaction remains the "gold standard" to diagnose acute infections, this technique is expensive, requires trained personnel, well-equipped laboratory and is time-consuming. A prospective evaluation of the Abbott ID NOW COVID-19 point-of-care testing that uses isothermal nucleic acid amplification for the qualitative detection of SARS-CoV-2 RdRp gene was run in the Emergency Department during the third wave of COVID-19 pandemic. ID-NOW significantly simplified SARS-CoV-2 identification and COVID-19 patient triaging, being highly valuable in rapidly locating febrile patients in or out of COVID-19 areas, and can be considered as a first-line diagnostic test in the Emergency Room setting.

6.
Minerva Med ; 113(6): 916-926, 2022 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-35191293

RESUMEN

BACKGROUND: For COVID-19 patients evaluated in the Emergency Department (ED), decision on hospital admission vs. home discharge is challenging. The 4C mortality score (4CMS) is a prognostication tool integrating key demographic/clinical/biochemical data validated for COVID-19 inpatients. We sought to derive and validate a dichotomic rule based on 4CMS identifying patients with mild outcomes, suitable for safe ED discharge. METHODS: Derivation was performed in a prospective cohort of ED patients with suspected COVID-19 from two centers (April 2020). Validation was pursued in a prospective multicenter cohort of ED patients with confirmed COVID-19 from 6 centers (October 2020 to January 2021). Chest X-ray (CXR) images were independently scored. The primary composite outcome was all-cause 30-day mortality or hospital admission. Secondary outcomes were ED re-visit, oxygen therapy and ventilation. RESULTS: In a derivation cohort of 838 ED patients with suspected COVID-19, 4CMS≤8 was associated with low outpatient mortality (0.4%) and was thus selected as a feasible discharge rule. In a validation cohort of 521 COVID-19 outpatients, the mean age was 51±17 years; 97 (18.6%) patients had ≥1 CXR infiltrate. The 4CMS had an AUC of 0.82 for the primary outcome and 0.93 for mortality, outperforming other scores (CURB-65, qCSI, qSOFA, NEWS) and CXR. In 474 (91%) patients with 4CMS≤8, the mortality rate was 0.2% and the hospital admission rate was 6.8%, versus 12.8% and 36.2% for 4CMS≥9 (P<0.001). CXR did not provide additional discrimination. CONCLUSIONS: COVID-19 outpatients with 4CMS≤8 have mild outcomes and can be safely discharged from the ED. [NCT0462918].


Asunto(s)
COVID-19 , Alta del Paciente , Humanos , Adulto , Persona de Mediana Edad , Anciano , Estudios Prospectivos , Hospitalización , Servicio de Urgencia en Hospital , Estudios Retrospectivos
7.
Eur J Intern Med ; 98: 105-106, 2022 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-35027267
8.
Neurol Sci ; 43(3): 1499-1502, 2022 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-35001190

RESUMEN

We report a case of massive cerebral venous sinus thrombosis in the contest of vaccine-induced immune thrombotic thrombocytopenia that required the rapid coordination of many specialists from different departments, notably emergency, neurology, neuroradiology, hematology, and neurosurgery. The patient was rapidly treated with steroids, immunoglobulin, and fondaparinux. She underwent within 6 h after hospital admission a mechanical thrombectomy in order to allow flow restoration in cerebral venous systems. Neuroendovascular treatment in cerebral venous thrombosis related to VITT has never been described before. It can represent a complementary tool along with the other therapies and a multidisciplinary approach.


Asunto(s)
COVID-19 , Trombosis de los Senos Intracraneales , Trombocitopenia , Vacunas , Vacunas contra la COVID-19 , ChAdOx1 nCoV-19 , Femenino , Humanos , Trombosis de los Senos Intracraneales/inducido químicamente , Trombosis de los Senos Intracraneales/diagnóstico por imagen , Vacunas/efectos adversos
9.
J Virol Methods ; 299: 114337, 2022 01.
Artículo en Inglés | MEDLINE | ID: mdl-34687785

RESUMEN

In Emergency Room, Point-of-care antigen testing for SARS-CoV-2 antigen can expedite clinical strategies for patient management. We tested 1,232 consecutive patients during Italian second wave peak using the recent LumiraDx microfluidic assay. This assay showed high concordance (96.9 %), sensitivity and specificity compared to molecular testing, being highly valuable.


Asunto(s)
COVID-19 , SARS-CoV-2 , Antígenos Virales , Servicio de Urgencia en Hospital , Humanos , Microfluídica , Pandemias , Sistemas de Atención de Punto , Pruebas en el Punto de Atención , Sensibilidad y Especificidad
11.
Intern Emerg Med ; 16(6): 1683-1690, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-33683538

RESUMEN

The first wave (FW) of COVID-19 led to a rapid reduction in total emergency department (ED) visits and hospital admissions for other diseases. Whether this represented a transient "lockdown and fear" phenomenon, or a more persisting trend, is unknown. We divided acute from post-wave changes in ED flows, diagnoses, and hospital admissions, in an Italian city experiencing a FW peak followed by nadir. This multicenter, retrospective, cross-sectional study involved five general EDs of a large Italian city (January-August 2020). Percent changes were calculated versus 2019, using four 14-day periods (FW peak, early/mid/late post-wave). ED visits were 147,446 in 2020, versus 214,868 in 2019. During the FW peak, visits were reduced by 66.4% (P < 0.001). The drop was maximum during daytime (69.8%) and for pediatric patients (89.4%). Critical triage codes were unchanged. Reductions were found for all non-COVID-19 diagnoses. Non-COVID-19 hospital admissions were reduced by 39.5% (P < 0.001), involving all conditions except hematologic, metabolic/endocrine, respiratory diseases, and traumas. In the early, mid, and late post-wave periods, visits were reduced by 25.4%, 25.3% and 23.5% (all P < 0.001) respectively. In the late period, reduction was greater for female (27.9%) and pediatric patients (44.6%). Most critical triage codes were unchanged. Oncological, metabolic/endocrine, and hematological diagnoses were unchanged, while other diagnoses had persistent reductions. Non-COVID-19 hospital admissions were reduced by 12.8% (P = 0.001), 6.3% (P = 0.1) and 12.2% (P = 0.001), respectively. Reductions in ED flows, led by non-critical codes, persisted throughout the summer nadir of COVID-19. Hospital admissions for non-COVID-19 diseases had transient changes.


Asunto(s)
COVID-19/epidemiología , COVID-19/terapia , Servicio de Urgencia en Hospital/tendencias , Control de Infecciones/tendencias , Admisión del Paciente/tendencias , Enfermedades Cardiovasculares/epidemiología , Estudios Transversales , Hospitalización/tendencias , Humanos , Italia , Trastornos Mentales/epidemiología , Infarto del Miocardio/epidemiología , Enfermedades Respiratorias/epidemiología , Estudios Retrospectivos , Heridas y Lesiones/epidemiología
13.
Echocardiography ; 38(2): 207-216, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-33491261

RESUMEN

OBJECTIVES: To evaluate the accuracy of a new COVID-19 prognostic score based on lung ultrasound (LUS) and previously validated variables in predicting critical illness. METHODS: We conducted a single-center retrospective cohort development and internal validation study of the COVID-19 Worsening Score (COWS), based on a combination of the previously validated COVID-GRAM score (GRAM) variables and LUS. Adult COVID-19 patients admitted to the emergency department (ED) were enrolled. Ten variables previously identified by GRAM, days from symptom onset, LUS findings, and peripheral oxygen saturation/fraction of inspired oxygen (P/F) ratio were analyzed. LUS score as a single predictor was assessed. We evaluated GRAM model's performance, the impact of adding LUS, and then developed a new model based on the most predictive variables. RESULTS: Among 274 COVID-19 patients enrolled, 174 developed critical illness. The GRAM score identified 51 patients at high risk of developing critical illness and 132 at low risk. LUS score over 15 (range 0 to 36) was associated with a higher risk ratio of critical illness (RR, 2.05; 95% confidence interval [CI], 1.52-2.77; area under the curve [AUC], 0.63; 95% CI 0.676-0.634). The newly developed COVID-19 Worsening Score relies on five variables to classify high- and low-risk patients with an overall accuracy of 80% and negative predictive value of 93% (95% CI, 87%-98%). Patients scoring more than 0.183 on COWS showed a RR of developing critical illness of 8.07 (95% CI, 4.97-11.1). CONCLUSIONS: COWS accurately identify patients who are unlikely to need intensive care unit (ICU) admission, preserving resources for the remaining high-risk patients.


Asunto(s)
COVID-19/diagnóstico , Enfermedad Crítica , Unidades de Cuidados Intensivos , Pandemias , Tomografía Computarizada por Rayos X/métodos , Adulto , Anciano , Anciano de 80 o más Años , COVID-19/epidemiología , Estudios de Cohortes , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Índice de Severidad de la Enfermedad , Reino Unido/epidemiología , Adulto Joven
14.
J Hypertens ; 38(7): 1203-1210, 2020 07.
Artículo en Inglés | MEDLINE | ID: mdl-32510905

RESUMEN

OBJECTIVES: The prevalence of hypertensive emergencies and urgencies and of acute hypertension-mediated organ damage (aHMOD) in emergency departments is unknown. Moreover, the predictive value of symptoms, blood pressure (BP) levels and cardiovascular risk factors to suspect the presence of aHMOD is still unclear. The aim of this study was to investigate the prevalence of hypertensive emergencies and hypertensive urgencies in emergency departments and of the relative frequency of subtypes of aHMOD, as well as to assess the clinical variables associated with aHMOD. METHODS: We conducted a systematic literature search on PubMed, OVID, and Web of Science from their inception to 22 August 2019. Two independent investigators extracted study-level data for a random-effects meta-analysis. RESULTS: Eight studies were analysed, including 1970 hypertensive emergencies and 4983 hypertensive urgencies. The prevalence of hypertensive emergencies and hypertensive urgencies was 0.3 and 0.9%, respectively [odds ratio for hypertensive urgencies vs. hypertensive emergencies 2.5 (1.4-4.3)]. Pulmonary oedema/heart failure was the most frequent subtype of aHMOD (32%), followed by ischemic stroke (29%), acute coronary syndrome (18%), haemorrhagic stroke (11%), acute aortic syndrome (2%) and hypertensive encephalopathy (2%). No clinically meaningful difference was found for BP levels at presentations. Hypertensive urgency patients were younger than hypertensive emergency patients by 5.4 years and more often complained of nonspecific symptoms and/or headache, whereas specific symptoms were more frequent among hypertensive emergency patients. CONCLUSION: Hypertensive emergencies and hypertensive urgencies are a frequent cause of access to emergency departments, with hypertensive urgencies being significantly more common. BP levels alone do not reliably predict the presence of aHMOD, which should be suspected according to the presenting signs and symptoms.


Asunto(s)
Medicina de Emergencia/métodos , Servicio de Urgencia en Hospital , Hipertensión Maligna/terapia , Hipertensión/terapia , Síndrome Coronario Agudo/fisiopatología , Síndrome Coronario Agudo/terapia , Antihipertensivos/uso terapéutico , Presión Sanguínea/efectos de los fármacos , Insuficiencia Cardíaca/fisiopatología , Insuficiencia Cardíaca/terapia , Humanos , Hipertensión/fisiopatología , Encefalopatía Hipertensiva/fisiopatología , Encefalopatía Hipertensiva/terapia , Accidente Cerebrovascular Isquémico/fisiopatología , Accidente Cerebrovascular Isquémico/terapia , Oportunidad Relativa , Prevalencia , Edema Pulmonar/fisiopatología , Edema Pulmonar/terapia , Accidente Cerebrovascular/etiología
15.
Clin Exp Rheumatol ; 38(3): 529-532, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32359035

RESUMEN

OBJECTIVES: No agent has yet been proven to be effective for the treatment of patients with severe COVID-19. METHODS: We conducted a pilot prospective open, single-arm multicentre study on off-label use of tocilizumab (TCZ) involving 63 hospitalised adult patients (56 males, age 62.6±12.5) with severe COVID-19. Clinical and laboratory parameters were prospectively collected at baseline, day 1, 2, 7 and 14. No moderate-to-severe adverse events attributable to TCZ were recorded. RESULTS: We observed a significant improvement in the levels of ferritin, C-reactive protein, D-dimer. The ratio of the partial pressure of oxygen (Pa02) to the fraction of inspired oxygen (Fi02) improved (mean±SD Pa02/Fi02 at admission: 152±53; at day 7: 283.73±115.9, at day 14: 302.2±126, p<0.05). The overall mortality was 11%; D-dimer level at baseline, but not IL-6 levels were predictors of mortality. TCZ administration within 6 days from admission in the hospital was associated with an increased likelihood of survival (HR 2.2 95%CI 1.3-6.7, p<0.05). CONCLUSIONS: In hospitalised adult patients with severe COVID-19, TCZ could be a safe option. An improvement in respiratory and laboratory parameters was observed. Future controlled trials in patients with severe illness are urgently needed to confirm the definite benefit with IL-6 target therapy.


Asunto(s)
Anticuerpos Monoclonales Humanizados/uso terapéutico , Betacoronavirus , Infecciones por Coronavirus/terapia , Neumonía Viral/terapia , Anciano , COVID-19 , Femenino , Humanos , Masculino , Persona de Mediana Edad , Uso Fuera de lo Indicado , Pandemias , Proyectos Piloto , Estudios Prospectivos , Receptores de Interleucina-6/antagonistas & inhibidores , SARS-CoV-2 , Resultado del Tratamiento
17.
Eur J Case Rep Intern Med ; 7(12): 001999, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-33457358

RESUMEN

Among thrombophilic risk factors for deep venous thrombosis (DVT), agenesis of the inferior vena cava (AIVC) is very rare, but it must be considered in specific settings. Here, we present the case of an 18-year-old woman who was admitted to the Emergency Department with swelling and pain of her left leg. Clinical examination and ultrasonography detected extensive proximal DVT of the left leg. After attempted mechanical thrombectomy failed, an abdominal CT scan was obtained, which demonstrated bilateral thrombosis of the iliac-femoral axis in the context of congenital AIVC. LEARNING POINTS: Agenesis of the inferior vena cava is a rare risk factor for deep venous thrombosis.Agenesis of the inferior vena cava requires lifetime follow-up and treatment.Idiopathic deep venous thrombosis, especially in young patients, requires additional diagnostic investigation that considers congenital anomalies.

18.
Emerg Med J ; 37(4): 217-222, 2020 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-31874921

RESUMEN

BACKGROUND: Fluid therapy has a pivotal role in the management of acutely ill patients. However, whether or not a patient can tolerate additional intravascular volume is controversial and optimal strategy is unknown. Carotid femoral pulse wave velocity (cfPWV) evaluates arterial stiffness. OBJECTIVE: To determine whether cfPWV can predict the ability of patients to tolerate clinically indicated acute fluid expansion. METHODS: 50 consecutive patients requiring intravascular volume expansion were prospectively recruited in intensive care units. All subjects underwent transthoracic echocardiography, pulmonary ultrasound assessment, and a cfPWV study (S. Giovanni Bosco Hospital in Turin, Italy, between 2015 and 2016) at baseline and after 24 hours. Acute outcomes were registered at 24 hours ("soft" end points) and 30 days ('hard' end points: death, acute myocardial infarction, stroke, occurrence of atrial fibrillation, need for dialysis) after initial fluid therapy. Multivariate logistic regression was used to assess association of the initial cfPWV with outcomes. RESULTS: cfPWV was significantly higher (10.6±3.6 vs 7.4±2.2 m/s, P<0.0001) in subjects who met the prespecified combined endpoints (hard or soft) than in those who did not. After adjustment for confounding factors, initial cfPWV was significantly and independently associated with the occurrence of hard events (OR=2.8 (95% CI 1.36 to 5.97), P=0.005; area under the receiver operating characteristic curve 84%). cfPWV of <9 m/s had a negative predictive value of 93%, excluding hard events associated with fluid expansion. CONCLUSION: cfPWV appears to reflect the ability of the patient to tolerate an intravascular fluid expansion when clinically indicated. Increased cfPWV could help to identify subjects at greater risk of developing signs and symptoms of fluid overload.


Asunto(s)
Velocidad de la Onda del Pulso Carotídeo-Femoral/métodos , Sustitutos del Plasma/farmacología , Anciano , Anciano de 80 o más Años , Velocidad de la Onda del Pulso Carotídeo-Femoral/instrumentación , Curriculum , Ecocardiografía/métodos , Femenino , Humanos , Italia , Modelos Logísticos , Masculino , Persona de Mediana Edad , Evaluación de Resultado en la Atención de Salud , Proyectos Piloto , Sustitutos del Plasma/uso terapéutico , Análisis de la Onda del Pulso/métodos , Factores de Riesgo , Estadísticas no Paramétricas
19.
Eur J Intern Med ; 68: 66-70, 2019 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-31399330

RESUMEN

BACKGROUND: The value of salivary cortisol measurement to study stress-related adrenal response is controversial. The study aim was to assess the role of salivary cortisol measurement to detect time-related changes of adrenal response in critically ill patients. PATIENTS AND METHODS: Patients with organ failure, sepsis or trauma were prospectively recruited in the Emergency Department. Serum and salivary cortisol were measured at baseline (T0) and after 48 h (T48). In 33 patients ACTH test was also done. RESULTS: Fifty-five patients were studied and classified as septic (22) or non-septic (33). We found a significant correlation between serum and salivary cortisol at T0 and T48. No patient had baseline serum cortisol < 276 nmol/L and salivary cortisol significantly decreased at T48 in almost all patients. A delta serum cortisol < 250 nmol/L after ACTH was found in only 4 patients who showed elevated baseline cortisol levels. CONCLUSION: We found that reduced baseline and post-ACTH cortisol levels are uncommon in our samples. In patients able to provide adequate saliva samples, salivary cortisol may be used to check the degree of stress-induced response and appears as a suitable tool for multiple measurements over time.


Asunto(s)
Corteza Suprarrenal/fisiopatología , Enfermedad Crítica , Hidrocortisona/análisis , Saliva/química , Estrés Fisiológico/fisiología , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Hidrocortisona/sangre , Masculino , Persona de Mediana Edad , Factores de Tiempo , Adulto Joven
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