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1.
Langenbecks Arch Surg ; 408(1): 218, 2023 May 30.
Artículo en Inglés | MEDLINE | ID: mdl-37249688

RESUMEN

BACKGROUND: Textbook outcome (TO) is a multidimensional quality management tool that uses a set of traditional surgical measures to reflect an "ideal" surgical result for a particular pathology. The aim of the present study is to record the rate of TO in patients undergoing elective surgery for colon cancer (CC). MATERIAL AND METHODS: Retrospective study of all patients undergoing scheduled CC surgery at a Spanish university hospital from September 2012 to August 2016. Patients with rectal cancer were excluded. The variables included in the definition of TO were: R0 resection, number of isolated nodes ≥ 12, no Clavien-Dindo ≥ IIIa complications, no prolonged stay, no readmissions, and no mortality in the first 30 days. The main objective of this study is to analyse the achievement of TO in these patients and to assess the relationship between TO and overall and disease-free survival. RESULTS: Five hundred and sixty-four patients were included in the study. TO was achieved in 49.8%. The sample had a mean age of 69 ± 11 years, and 60% were male. Female sex (OR 1.61; 95% CI 2.30-1.13), T3 and T4 classification (OR 2.50, 95% CI 4.59-1.36, and OR 2.55, 95% CI 5.21-1.24 respectively) and laparoscopic approach (OR 1.53, 95% CI 2.33-1.00) were independent factors that were significantly associated with achieving a TO. Patients who achieved TO had higher overall survival (p = 0.008) than those who did not. However, with regard to disease-free survival, no statistically significant differences were found (p = 0.303). CONCLUSION: TO is a useful, easy-to-interpret management tool for measuring oncological results and for predicting patient survival.


Asunto(s)
Carcinoma , Neoplasias del Colon , Laparoscopía , Humanos , Masculino , Femenino , Persona de Mediana Edad , Anciano , Anciano de 80 o más Años , Supervivencia sin Enfermedad , Resultado del Tratamiento , Estudios Retrospectivos , Laparoscopía/métodos , Neoplasias del Colon/patología , Carcinoma/cirugía
2.
Eur Heart J Cardiovasc Imaging ; 23(2): 150-153, 2022 01 24.
Artículo en Inglés | MEDLINE | ID: mdl-34382077

RESUMEN

Focus cardiac ultrasound (FoCUS) provides vital information at at the bedside which has the potential of improving outcomes in the acute settings. FoCUS could help the clinicians in their daily clinical decision-making while applied within the clinical context as an extension of bedside clinical examination. FoCUS practitioners should be aware of their own limitations with the importance of the timely referral for comprehensive Echocardiography whenever required.


Asunto(s)
Ecocardiografía , Sistemas de Atención de Punto , Toma de Decisiones Clínicas , Humanos
3.
Eur Heart J Cardiovasc Imaging ; 22(10): 1091-1097, 2021 09 20.
Artículo en Inglés | MEDLINE | ID: mdl-34383895

RESUMEN

The goal of Level 1 training in echocardiography is to enable the trainee to select echocardiography appropriately for the evaluation of a specific clinical question, and then to interpret the report. It is not the goal of Level 1 training to teach how to perform the examination itself-that is the goal of higher levels of training. However, understanding the principles, indications, and findings of this crucial technique is valuable to many medical professionals including outside cardiology. This should be seen as part of a general understanding of cardiac imaging modalities. The purpose of this position statement is to define the scope and outline the general requirements for Level 1 training and competence in echocardiography. Moreover, the document aims to make a clear distinction between Level 1 competence in echocardiography and focus cardiac ultrasound (FoCUS).


Asunto(s)
Cardiología , Ecocardiografía , Adulto , Técnicas de Imagen Cardíaca , Cardiología/educación , Competencia Clínica , Humanos
4.
J Interv Card Electrophysiol ; 51(3): 205-214, 2018 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-29388068

RESUMEN

PURPOSE: Cardiac disease frequently has a degenerative effect on cardiac pump function and regional myocardial contraction. Therefore, an accurate assessment of regional wall motion is a measure of the extent and severity of the disease. We sought to further validate an intra-operative, sensor-based technology for measuring wall motion and strain by characterizing left ventricular (LV) mechanical and electrical activation patterns in patients with normal (NSF) and impaired systolic function (ISF). METHODS: NSF (n = 10; ejection fraction = 62.9 ± 6.1%) and ISF (n = 18; ejection fraction = 35.1 ± 13.6%) patients underwent simultaneous electrical and motion mapping of the LV endocardium using electroanatomical mapping and navigational systems (EnSite™ NavX™ and MediGuide™, Abbott). Motion trajectories, strain profiles, and activation times were calculated over the six standard LV walls. RESULTS: NSF patients had significantly greater motion and systolic strains across all LV walls than ISF patients. LV walls with low-voltage areas showed less motion and systolic strain than walls with normal voltage. LV electrical dyssynchrony was significantly smaller in NSF and ISF patients with narrow-QRS complexes than ISF patients with wide-QRS complexes, but mechanical dyssynchrony was larger in all ISF patients than NSF patients. The latest mechanical activation was most often the lateral/posterior walls in NSF and wide-QRS ISF patients but varied in narrow-QRS ISF patients. CONCLUSIONS: This intra-operative technique can be used to characterize LV wall motion and strain in patients with impaired systolic function. This technique may be utilized clinically to provide individually tailored LV lead positioning at the region of latest mechanical activation for patients undergoing cardiac resynchronization therapy. CLINICAL TRIAL REGISTRATION: URL: http://www.clinicaltrials.gov . Unique identifier: NCT01629160.


Asunto(s)
Fibrilación Atrial/cirugía , Técnicas Electrofisiológicas Cardíacas , Mapeo Epicárdico/métodos , Interpretación de Imagen Asistida por Computador , Volumen Sistólico/fisiología , Anciano , Fibrilación Atrial/diagnóstico , Terapia de Resincronización Cardíaca/métodos , Ablación por Catéter/métodos , Electrocardiografía Ambulatoria/métodos , Femenino , Ventrículos Cardíacos/diagnóstico por imagen , Humanos , Masculino , Persona de Mediana Edad , Monitoreo Intraoperatorio/métodos , Contracción Miocárdica/fisiología , Selección de Paciente , Recuperación de la Función , Valores de Referencia , Resultado del Tratamiento , Función Ventricular Izquierda/fisiología
5.
Europace ; 20(11): 1766-1775, 2018 11 01.
Artículo en Inglés | MEDLINE | ID: mdl-29177475

RESUMEN

Aims: This randomized single-centre study sought to compare the efficacy and safety of pulmonary vein isolation (PVI) plus voltage-guided ablation vs. PVI with or without linear ablation depending on the type of atrial fibrillation (AF). Methods and results: Overall, 124 ablation-naive patients with paroxysmal or persistent AF were randomized to PVI with (persistent AF) or without (paroxysmal AF) additional linear ablation (control group) vs. PVI plus ablation of low-voltage areas (LVAs) irrespective of AF type. Bipolar voltage mapping was performed during stable sinus rhythm. An LVA consisted of ≥ 3 adjacent mapping points that each had a peak-to-peak amplitude ≤0.5 mV. After a mean follow-up of 12 ± 3 months, significantly more patients in the LVA ablation group were free from atrial arrhythmia recurrence >30 s off antiarrhythmic drugs (AADs) after a single procedure (primary endpoint) compared with control group patients [40/59 (68%) vs. 25/59 (42%), log-rank P = 0.003]. Arrhythmia-free survival on or off AADs was found in 33/59 control group patients (56%) and in 41/59 LVA ablation group patients (70%) (adjusted log-rank P = 0.10). During the 7 day Holter monitoring period at 12 months, significantly more patients in the LVA ablation group were free from arrhythmia recurrence on or off AADs [45/50 (90%) vs. 33/46 (72%), P = 0.04]. No between-group differences were observed regarding procedure duration, fluoroscopy time, and major complications. Conclusion: In this single-centre study, individually tailored substrate modification guided by voltage mapping was associated with a significantly higher arrhythmia-free survival rate compared with a conventional approach applying linear ablation according to AF type.


Asunto(s)
Fibrilación Atrial , Ablación por Catéter , Complicaciones Posoperatorias , Anciano , Antiarrítmicos/uso terapéutico , Fibrilación Atrial/diagnóstico , Fibrilación Atrial/cirugía , Ablación por Catéter/efectos adversos , Ablación por Catéter/métodos , Supervivencia sin Enfermedad , Electrocardiografía Ambulatoria/métodos , Técnicas Electrofisiológicas Cardíacas/métodos , Femenino , Humanos , Estimación de Kaplan-Meier , Masculino , Persona de Mediana Edad , Complicaciones Posoperatorias/diagnóstico , Complicaciones Posoperatorias/terapia , Venas Pulmonares/cirugía , Recurrencia , Resultado del Tratamiento
7.
Europace ; 19(10): 1700-1709, 2017 Oct 01.
Artículo en Inglés | MEDLINE | ID: mdl-27738070

RESUMEN

AIMS: In times of evolving cardiac resynchronization therapy, intra-procedural characterization of left ventricular (LV) mechanical activation patterns is desired but technically challenging with currently available technologies. In patients with normal systolic function, we evaluated the feasibility of characterizing LV wall motion using a novel sensor-based, real-time tracking technology. METHODS AND RESULTS: Ten patients underwent simultaneous motion and electrical mapping of the LV endocardium during sinus rhythm using electroanatomical mapping and navigational systems (EnSite™ NavX™ and MediGuide™, SJM). Epicardial motion data were also collected simultaneously at corresponding locations from accessible coronary sinus branches. Displacements at each mapping point and times of electrical and mechanical activation were combined over each of the six standard LV wall segments. Mechanical activation timing was compared with that from electrical activation and preoperative 2D speckle tracking echocardiography (echo). MediGuide-based displacement data were further analysed to estimate LV chamber volumes that were compared with echo and magnetic resonance imaging (MRI). The lateral and septal walls exhibited the largest (12.5 [11.6-15.0] mm) and smallest (10.2 [9.0-11.3] mm) displacement, respectively. Radial displacement was significantly larger endocardially than epicardially (endo: 6.7 [5.0-9.1] mm; epi: 3.8 [2.4-5.6] mm), while longitudinal displacement was significantly larger epicardially (endo: 8.0 [5.0-10.6] mm; epi: 10.3 [7.4-13.8] mm). Most often, the anteroseptal/anterior and lateral walls showed the earliest and latest mechanical activations, respectively. 9/10 patients had concordant or adjacent wall segments of latest mechanical and electrical activation, and 6/10 patients had concordant or adjacent wall segments of latest mechanical activation as measured by MediGuide and echo. MediGuide's LV chamber volumes were significantly correlated with MRI (R2= 0.73, P < 0.01) and echo (R2= 0.75, P < 0.001). CONCLUSION: The feasibility of mapping-guided intra-procedural characterization of LV wall motion was established. CLINICAL TRIAL REGISTRATION: http://www.clinicaltrials.gov; Unique identifier: CT01629160.


Asunto(s)
Potenciales de Acción , Fenómenos Electromagnéticos , Monitoreo Ambulatorio/instrumentación , Telemetría/instrumentación , Transductores , Función Ventricular Izquierda , Anciano , Ecocardiografía , Técnicas Electrofisiológicas Cardíacas , Diseño de Equipo , Estudios de Factibilidad , Femenino , Frecuencia Cardíaca , Humanos , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Monitoreo Ambulatorio/métodos , Proyectos Piloto , Valor Predictivo de las Pruebas , Estudios Prospectivos , Volumen Sistólico , Sístole , Telemetría/métodos , Factores de Tiempo
8.
Fish Shellfish Immunol ; 59: 103-108, 2016 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-27777106

RESUMEN

The rapid development of the aquaculture industry has global concerns with health management and control strategies to prevent and/or treat diseases and increase sustainability standards. Saprolegniosis is a disease caused by Saprolegnia parasitica, and is characterized by promoting an immunosuppression in the host. This study evaluated in vitro the extract and one active compound (polygodial) of Drimys winteri, a Chilean medicinal tree as a potential early immunostimulatory aid in Saprolegniosis control. Atlantic salmon (Salmo salar) head kidney cells (ASK-1) were incubated with both extract and pure polygodial before exposure to S. parasitica mycelium, and the expression of the immune-related genes interleukin 1ß (IL-1ß), interferon α (IFNα), and major histocompatibility complex II (MHCII) was evaluated. Both evidenced immunomodulatory capacities by increasing gene expressions. This immunomodulation related to a mitigatory action counteracting the immunosuppressing effects of S. parasitica. Despite that most immune-related genes were up-regulated, the down-regulation of MHCII, characteristic of S. parasitica infection, was lessened by pre-incubation with the compounds. This study provides the first insight on the potential of D. winteri bark extract as a possible immunomodulatory and defensive strategy against this oomycete infection in fish.


Asunto(s)
Drimys/química , Enfermedades de los Peces/inmunología , Infecciones/veterinaria , Extractos Vegetales/farmacología , Salmo salar , Sesquiterpenos/farmacología , Alimentación Animal/análisis , Animales , Dieta/veterinaria , Enfermedades de los Peces/microbiología , Infecciones/inmunología , Infecciones/microbiología , Corteza de la Planta/química , Extractos Vegetales/química , Saprolegnia/fisiología , Sesquiterpenos/química
9.
Int J Tuberc Lung Dis ; 20(1): 63-70, 2016 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-26688530

RESUMEN

SETTING: Contact investigation of tuberculosis (TB) patients in Chilean prisons. OBJECTIVE: 1) To estimate TB incidence and the prevalence of latent tuberculous infection (LTBI) among prisoners and their contacts; and 2) to determine factors associated with disease transmission. DESIGN: Cross-sectional study conducted in 46 prisons (51% of the total prison population) to assess the prevalence of and risk factors for LTBI among contacts of prisoners newly diagnosed with pulmonary TB. We used in vitro interferon-gamma release assays to establish LTBI and a questionnaire to address risk factors. RESULTS: During the 1-year follow-up, we studied 418 contacts of 33 active TB cases. We found high TB incidence (123.9 per 100,000 prisoners) and high LTBI prevalence (29.4%) among contacts. LTBI rates are significantly higher in prison inmates than in non-prisoners (33.2% vs. 15.6%). Male sex, illicit drugs, malnutrition, corticosteroid use, low educational level and sharing a cell with a case increase the risk of LTBI. Multivariate analyses showed that corticosteroid use, duration of incarceration and overcrowding are the most relevant determinants for LTBI among all contacts. CONCLUSIONS: Our results confirm that incarceration increases the risk of tuberculous infection and TB disease, and that it was associated not only with origin from vulnerable groups, but also with the prison environment. Reinforcing TB control is essential to prevent TB transmission in prisons.


Asunto(s)
Transmisión de Enfermedad Infecciosa/estadística & datos numéricos , Prisioneros , Tuberculosis Pulmonar/epidemiología , Adulto , Antituberculosos/farmacología , Chile , Trazado de Contacto , Estudios Transversales , Femenino , Humanos , Incidencia , Masculino , Mycobacterium tuberculosis/efectos de los fármacos , Mycobacterium tuberculosis/genética , Prevalencia , Factores de Riesgo , Tuberculosis Pulmonar/microbiología , Tuberculosis Pulmonar/transmisión
10.
12.
Europace ; 17(7): 1129-35, 2015 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-25488958

RESUMEN

AIMS: Proper management of post-interventional pain relieves unwarranted patient distress and enhances patient satisfaction. There have been only a limited number of investigations into patient discomfort following electrophysiological interventions. This study aims to quantify pain after interventional procedures, including ablation of atrial fibrillation (AF) or ventricular tachycardia (VT), as well as implant or explant of pacemakers or implantable cardioverter defibrillators. METHODS AND RESULTS: One-hundred and two consecutive patients (mean age 66 years, 70 men) were asked to quantify post-interventional pain on a numeric rating scale (NRS 0-10) every 2 h during a period of 24 h after their intervention (49 ablations in deep propofol sedation, 53 device surgeries in local anaesthesia with mepivacaine 1%) and to specify the type of pain. Pain was classified as moderate to severe in case of NRS > 3. Post-operative pain medication included non-opioid and opioid analgesics as per the treating physicians' discretion. Sixty-one patients (60%) suffered from moderate-to-severe pain within the first 24 h after the procedure, despite the use of analgesics in 47 patients (46%). Pain was present in an early period (0-6 h) in 54% and in a late period (8-24 h) in 40% of patients. Patients complained of back pain (44%), pain at the site of the device pocket (39%), pain at the groin after puncture (7%), and pericarditic pain (5%). Multivariate analysis identified female gender (P = 0.046) associated with early post-interventional pain while age, diabetes mellitus, body mass index, type of intervention, and procedure time were not related to early or late post-interventional pain. CONCLUSION: The findings highlight the high prevalence and the poor predictability of moderate-to-severe post-interventional pain within the first 24 h after catheter ablation and cardiac device surgery procedures, despite the use of peri-interventional analgesics. These findings highlight the need for more careful pain assessment and management programmes.


Asunto(s)
Ablación por Catéter/efectos adversos , Desfibriladores Implantables/efectos adversos , Marcapaso Artificial/efectos adversos , Dolor Postoperatorio/tratamiento farmacológico , Dolor Postoperatorio/etiología , Implantación de Prótesis/efectos adversos , Anciano , Analgésicos/uso terapéutico , Femenino , Humanos , Masculino , Dimensión del Dolor/efectos de los fármacos , Dolor Postoperatorio/diagnóstico , Resultado del Tratamiento
15.
Europace ; 16(8): 1168-74, 2014 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-24569573

RESUMEN

AIMS: Recurrence of atrial fibrillation (AF) is frequently observed after AF catheter ablation. However, the predictive value of echocardiographic parameters associated with left ventricular diastolic dysfunction (LVDD) has not been well studied. METHODS AND RESULTS: In 124 consecutive patients (mean age 61 ± 10 years, 60% male) with paroxysmal (n = 70) or persistent AF (n = 54) undergoing AF catheter ablation, mitral early diastolic peak (E-wave) and late peak (A-wave) velocities, E/A ratio, deceleration time (DT) of mitral early velocity, early diastolic mitral annulus peak velocity (e'), and E/e' ratio were determined by transthoracic echocardiography. Early (ERAF) and late AF recurrence (LRAF) were monitored with 7-day Holter electrocardiograms directly after catheter ablation and after 6 and 12 months. Early AF recurrence occurred in 34% of the patients, while LRAF was observed in 27% of the patients. Patients with ERAF had higher E-wave (0.9 ± 0.2 vs. 0.8 ± 0.2 m/s, P = 0.035) and lower A-wave velocity (0.5 ± 0.2 vs. 0.6 ± 0.2 m/s, P = 0.038), higher E/A ratio (1.8 ± 0.9 vs. 1.5 ± 0.9, P = 0.089), and slower DT (214 ± 67 vs. 243 ± 68 ms, P = 0.073), while E/e', left atrial diameter, and left ventricular ejection fraction were similar. In multivariable regression analysis, the E/A ratio was the only independent predictor of ERAF (odds ratio 2.905, 95% confidence interval 1.072-7.870, P = 0.036). None of the echocardiographic parameters influenced the late therapy outcome. CONCLUSION: Early results of the catheter ablation, but not the late rhythm outcome, are influenced by an impaired mitral inflow pattern, which is associated with LVDD.


Asunto(s)
Fibrilación Atrial/cirugía , Ablación por Catéter , Ecocardiografía Doppler , Disfunción Ventricular Izquierda/diagnóstico por imagen , Función Ventricular Izquierda , Anciano , Fibrilación Atrial/diagnóstico , Fibrilación Atrial/fisiopatología , Ablación por Catéter/efectos adversos , Distribución de Chi-Cuadrado , Diástole , Electrocardiografía Ambulatoria , Femenino , Humanos , Masculino , Persona de Mediana Edad , Válvula Mitral/diagnóstico por imagen , Válvula Mitral/fisiopatología , Análisis Multivariante , Oportunidad Relativa , Valor Predictivo de las Pruebas , Recurrencia , Sistema de Registros , Factores de Riesgo , Factores de Tiempo , Resultado del Tratamiento , Disfunción Ventricular Izquierda/fisiopatología
16.
Europace ; 16(7): 1028-32, 2014 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-24489073

RESUMEN

AIMS: The safety and efficacy of novel oral anticoagulants in patients with atrial fibrillation undergoing pacemaker or implantable cardioverter-defibrillator interventions have not been clearly defined. Therefore, we compared the incidence of bleeding and thrombo-embolic complications following cardiac rhythm device (CRD) implantations under dabigatran vs. rivaroxaban in a real-world cohort. METHODS AND RESULTS: We analysed 176 consecutive procedures performed in 93 patients treated peri-interventionally with dabigatran and 83 patients with rivaroxaban, respectively. Post-operative bleeding complications and thrombo-embolic events occurring within 30 days were compared. There were no significant differences in baseline characteristics between patients in the dabigatran and the rivaroxaban group. Most of the patients in both the groups received dual chamber or cardiac resynchronization devices (71 vs. 78%) as opposed to single-chamber systems (29 vs. 22%). In the dabigatran group, two (2%) bleeding complications (two pocket haematomas) were observed in comparison with four (5%, three pocket haematomas and one pericardial effusion) in the rivaroxaban group (P = 0.330). Three complications in the rivaroxaban group necessitated surgical intervention as opposed to none in the dabigatran group (P = 0.064). One case of a transient ischaemic attack occurred in the dabigatran group (P = 0.343). CONCLUSION: Bleeding and thrombo-embolic complications in patients treated with dabigatran or rivaroxban are rare. Further and larger studies are warranted to define the optimal anticoagulation management in patients with a need for oral anticoagulation and CRD interventions.


Asunto(s)
Anticoagulantes/administración & dosificación , Fibrilación Atrial/terapia , Bencimidazoles/administración & dosificación , Estimulación Cardíaca Artificial , Desfibriladores Implantables , Cardioversión Eléctrica/instrumentación , Morfolinas/administración & dosificación , Marcapaso Artificial , Implantación de Prótesis/instrumentación , Tiofenos/administración & dosificación , Tromboembolia/prevención & control , beta-Alanina/análogos & derivados , Administración Oral , Anciano , Anciano de 80 o más Años , Fibrilación Atrial/diagnóstico , Fibrilación Atrial/fisiopatología , Bencimidazoles/efectos adversos , Estimulación Cardíaca Artificial/efectos adversos , Dabigatrán , Cardioversión Eléctrica/efectos adversos , Femenino , Alemania/epidemiología , Hematoma/inducido químicamente , Hematoma/epidemiología , Hemorragia/inducido químicamente , Hemorragia/epidemiología , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Morfolinas/efectos adversos , Estudios Prospectivos , Diseño de Prótesis , Implantación de Prótesis/efectos adversos , Factores de Riesgo , Rivaroxabán , Tiofenos/efectos adversos , Tromboembolia/diagnóstico , Tromboembolia/epidemiología , Factores de Tiempo , Resultado del Tratamiento , beta-Alanina/administración & dosificación , beta-Alanina/efectos adversos
19.
Math Biosci Eng ; 10(5-6): 1455-74, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-24245625

RESUMEN

We use a stochastic simulation model to explore the effect of reactive intervention strategies during the 2002 dengue outbreak in the small population of Easter Island, Chile. We quantified the effect of interventions on the transmission dynamics and epidemic size as a function of the simulated control intensity levels and the timing of initiation of control interventions. Because no dengue outbreaks had been reported prior to 2002 in Easter Island, the 2002 epidemic provided a unique opportunity to estimate the basic reproduction number R0 during the initial epidemic phase, prior to the start of control interventions. We estimated R0 at 27.2 (95%CI: 14.8, 49.3). We found that the final epidemic size is highly sensitive to the timing of start of interventions. However, even when the control interventions start several weeks after the epidemic onset, reactive intervention efforts can have a significant impact on the final epidemic size. Our results indicate that the rapid implementation of control interventions can have a significant effect in reducing the epidemic size of dengue epidemics.


Asunto(s)
Número Básico de Reproducción , Dengue/epidemiología , Dengue/transmisión , Brotes de Enfermedades , Epidemias , Adolescente , Adulto , Factores de Edad , Algoritmos , Niño , Preescolar , Femenino , Humanos , Lactante , Masculino , Matemática , Persona de Mediana Edad , Modelos Estadísticos , Polinesia , Procesos Estocásticos , Factores de Tiempo , Adulto Joven
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