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1.
PLoS One ; 19(9): e0308030, 2024.
Article in English | MEDLINE | ID: mdl-39316598

ABSTRACT

Thermotolerant Campylobacter is an important zoonotic pathogen known for causing gastroenteritis in humans, with poultry as its primary reservoir. A total of 468 samples were collected, of which 335 were chicken carcass samples (representing the food component), and 133 were chicken caeca samples (representing the animal component). These samples underwent culture, with colonies examined under a microscope. Species identification was achieved through multiplex PCR. Additionally, antimicrobial susceptibility profiles were determined using the Kirby-Bauer method, testing for sensitivity to gentamicin, ciprofloxacin, tetracycline, and erythromycin. Additionally, 55 C. jejuni (62.5%) and 33 C. coli (37.5%) isolates were selected for whole genome sequencing (WGS). A High prevalence of Campylobacter was observed, with rates of 95.5% (n = 127, CI95%: 92.5% - 98.5%) in the animal component and 72.5% (n = 243, CI95%: 69.9% - 75.1%) in the food component. Specifically, C. jejuni was detected in 33.1% (n = 42) of poultry farms and 38.3% (n = 93) of chicken carcasses, while C. coli was found in 64.6% (n = 82) of poultry farms and 60.5% (n = 147) of chicken carcasses. Antimicrobials with the highest rates of resistance (67%-100%) were ciprofloxacin and tetracycline, in both animal and food component isolates. Erythromycin resistance was notable, ranging from 22% to 33%, with only two C. jejuni isolates from retail were resistant to gentamicin. Furthermore, multidrug resistance was identified in 23% (20 isolates) of the Campylobacter isolates. Genetic analysis revealed the presence of fourteen resistance genes in both C. jejuni and C. coli isolates, including tet(O), blaOXA-460, blaOXA-184, blaOXA-489, blaOXA-193, blaOXA-784, blaOXA-603, aph(3')-IIIa, aad9, aph(2'')-If, aadE-Cc, sat4, and ant(6)-Ia. Additionally, twenty-five plasmids were detected in the 88 Campylobacter isolates examined. Interestingly, most isolates also harbored genes encoding putative virulence factors associated with pathogenicity, invasion, adherence, and production of cytolethal distending toxin (cdt): cheV, cheA, cheW, cheY, flaA, flgR, flaC, flaD, flgB, flgC, ciaB, ciaC. The WGS analysis showed the presence of several cgSTs in both animal and food components, with nine of them widely disseminated between components. Moreover, C. coli and C. jejuni isolates from different sources presented less than 11 single nucleotide polymorphisms (SNPs), suggesting clonality (16 isolates). Further analysis using SNP tree demonstrated widespread distribution of certain C. jejuni and C. coli clones across multiple farms and retail stores. This study presents, for the first-time, insights into the clonality, plasmid diversity, virulence, and antimicrobial resistance (AMR) of thermotolerant Campylobacter strains originating from the Ecuadorian poultry industry. The identification of AMR genes associated with the main antibiotics used in the treatment of campylobacteriosis in humans, highlights the importance of the prudent use of antimicrobials in the poultry industry. Additionally, this research remarks the need for regional studies to understand the epidemiology of this pathogen.


Subject(s)
Anti-Bacterial Agents , Campylobacter Infections , Campylobacter coli , Campylobacter jejuni , Chickens , Farms , Genetic Variation , Campylobacter coli/genetics , Campylobacter coli/drug effects , Campylobacter coli/isolation & purification , Animals , Campylobacter jejuni/genetics , Campylobacter jejuni/drug effects , Campylobacter jejuni/isolation & purification , Chickens/microbiology , Anti-Bacterial Agents/pharmacology , Campylobacter Infections/microbiology , Campylobacter Infections/epidemiology , Campylobacter Infections/veterinary , Drug Resistance, Bacterial/genetics , Ecuador/epidemiology , Microbial Sensitivity Tests , Humans , Food Microbiology , Whole Genome Sequencing , Tetracycline/pharmacology
2.
BMC Pregnancy Childbirth ; 24(1): 585, 2024 Sep 07.
Article in English | MEDLINE | ID: mdl-39244549

ABSTRACT

BACKGROUND: Eclampsia and pre-eclampsia rank as the third leading causes of maternal death in Ecuador, following pre-existing chronic diseases and postpartum haemorrhage, as reported by the Ecuadorian National Institute of Statistics and Census (INEC). In contrast, HELLP (Haemolysis, Elevated Liver enzymes, Low Platelet count) syndrome remains underexplored epidemiologically, not only in Latin America but globally. This study marks the first population-based investigation into HELLP syndrome incidence and mortality in Ecuador, examining geographical variations, altitude influences and ethnic backgrounds. METHODS: Conducted as a retrospective population-based cohort study from 2015 to 2017, this research delves into the incidence, risk factors and maternal mortality associated with HELLP syndrome in Ecuador. Utilising data from INEC and the Ecuadorian Ministry of Health, we identified HELLP syndrome cases through ICD-10 (International Classification of Diseases, tenth revision) coding in hospitalised individuals. Logistic regression analysis was employed to explore association, whilst geospatial statistical analysis focused on cantons to identify significant spatial clusters. Primary outcome measures include HELLP syndrome incidence and maternal mortality, supplying crucial insights into the syndrome's impact on maternal health in Ecuador. RESULTS: The incidence of HELLP syndrome is 0.76 (0.69-0.84)/ 1000 deliveries. Afro-Ecuadorian communities have a higher risk (Odds Ratio (OR) = 2.18 (1.03-4.63)) compared to Indigenous Ecuadorian communities. Living at mid-level or high altitude is a significant risk factor OR of 2.79 (2.19-3.55) and an OR 3.61 (2.58-5.03), respectively. Being an older mother was also identified as a risk factor. Women living more than 20 km from the obstetric unit have an OR of 2.55 (2.05-3.18). Moreover, we found that cantons with higher crude HELLP syndrome incidence also have lower numbers of physicians (R = 0.503, p-value < 0.001). The mortality incidence of women with HELLP syndrome is 21.22 (12.05-20.59)/1000 deliveries with HELLP syndrome diagnoses. CONCLUSIONS: High altitude, advanced maternal age and geographical distance between residence and health centres are risk factors for HELLP syndrome. Maternal mortality in women with HELLP syndrome is higher than pre-eclampsia and eclampsia but comparable with previous reports in other countries.


Subject(s)
Altitude , HELLP Syndrome , Maternal Mortality , Humans , Female , HELLP Syndrome/epidemiology , HELLP Syndrome/mortality , Ecuador/epidemiology , Pregnancy , Adult , Retrospective Studies , Incidence , Risk Factors , Young Adult , Ethnicity/statistics & numerical data , Cohort Studies
3.
Int J Surg Oncol ; 2024: 1067447, 2024.
Article in English | MEDLINE | ID: mdl-39291250

ABSTRACT

Introduction: Thyroid cancer is the most common cancer in women in Ecuador. Objective: The aim of this study was to determine the demographics and clinical and treatment variables of patients with papillary or follicular thyroid cancer, referred to as differentiated thyroid cancer (DTC), treated at a third-level hospital in Quito, Ecuador. Methods: We reviewed retrospectively the medical records of patients with DTC, who underwent surgical treatment, from 1990 to 2019. Data included demographics, pathological information, clinical stage, type of surgery, and radioactive iodine (RAI) adjuvant therapy. Patients were monitored for up to 29 years (median follow-up time 6.9 years). Results: The corrected overall 5-, 10-, 20-, and 30-year survival rates (Kaplan-Meier) were 93%, 85%, 70%, and 63%, respectively. On univariate analysis, age, histological type, tumor grade, histological variants, capsular invasion, vascular invasion, tumor size, clinical stage, distant metastases at diagnosis, surgical margins, extrathyroidal invasion, radioactive iodine adjuvant treatment, and locoregional recurrence were found to be significant prognostic factors. In a multivariate analysis, the following independent variables: age over 55 years, extrathyroidal spread, metastasis at diagnosis, and stage II to IV raised the risk of death (hazard risk) (HR). Conclusions: Age over 55 years, extrathyroidal spread, metastasis at diagnosis, and advanced clinical stage were found to have a harmful prognosis and an increased risk of death in a series of Ecuadorian patients surgically treated for a DTC.


Subject(s)
Adenocarcinoma, Follicular , Iodine Radioisotopes , Thyroid Neoplasms , Thyroidectomy , Humans , Female , Thyroid Neoplasms/pathology , Thyroid Neoplasms/therapy , Thyroid Neoplasms/mortality , Thyroid Neoplasms/surgery , Thyroid Neoplasms/diagnosis , Middle Aged , Male , Retrospective Studies , Adult , Adenocarcinoma, Follicular/pathology , Adenocarcinoma, Follicular/surgery , Adenocarcinoma, Follicular/therapy , Adenocarcinoma, Follicular/mortality , Adenocarcinoma, Follicular/diagnosis , Prognosis , Survival Rate , Iodine Radioisotopes/therapeutic use , Neoplasm Recurrence, Local/epidemiology , Aged , Follow-Up Studies , Ecuador/epidemiology , Neoplasm Staging , Young Adult , Thyroid Cancer, Papillary/therapy , Thyroid Cancer, Papillary/pathology , Thyroid Cancer, Papillary/surgery , Thyroid Cancer, Papillary/mortality , Thyroid Cancer, Papillary/diagnosis , Radiotherapy, Adjuvant , Neoplasm Invasiveness
4.
Medwave ; 24(8): e2784, 2024 Sep 30.
Article in English, Spanish | MEDLINE | ID: mdl-39348552

ABSTRACT

Objective: To determine the prevalence of gingival recessions in students of the faculty of odontology at Universidad de Los Andes and the factor associated with its presence. Methods: In this cross-sectional study, a randomized stratified sampling was used to select the students. The sample included 311 undergraduate students evaluated between March and December 2022. The year spectrum was from 17 to 29 years old. Two calibrated examiners intra e interoperator completed a clinical evaluation with a periodontal probe, where the purpose was to diagnose gingival recessions and identify if there were any related factors such as smoking, braces, bruxism, marginal insertion frenulum, fine phenotype, and malposition. The total prevalence was described with each trust interval of 95%. The association between categorical variables was analyzed with the chi-square test, and the t-student test of the Mann-Whitney test analyzed the difference between continuous variables and recession prevalence. Results: 93,56% of the students presented at least one gingival recession. The highest prevalence related to teeth occurred in pieces 1.6, 3.4, 2.6, and 4.1, and the most severe were 3.3, 4.3, and 1.3. The most associated factor related to recessions was orthodontics, with a prevalence of 75,2%. Bruxism showed a positive association with the number of recessions, with a prevalence of 60,7%. Conclusions: Buccal gingival recessions were very prevalent in undergraduate students at the dental school of Universidad de los Andes during 2022, and they were strongly associated with the history of orthodontics.


Objetivo: Determinar la prevalencia de recesiones gingivales en alumnos de pregrado de la Facultad de Odontología de la Universidad de Los Andes, y los factores asociados a su presencia. Métodos: En este estudio transversal para la selección de los participantes, se utilizó el muestreo aleatorio estratificado. La muestra incluyó a 311 alumnos de pregrado evaluados entre marzo y diciembre del año 2022. Las edades fluctuaron entre los 17 y los 29 años. Dos examinadores calibrados intra e interoperador, realizaron una evaluación clínica con una sonda periodontal, para diagnosticar recesiones gingivales, También se buscó determinar si existían factores asociados a estas, como tabaquismo, ortodoncia, bruxismo, frenillos marginales, fenotipo fino, malposiciones. La prevalencia total fue descrita con sus respectivos intervalos de confianza al 95%. La asociación entre variables categóricas fue analizada con la prueba Chi-cuadrado y la diferencia de medias entre variables continuas y prevalencias de recesiones, fueron analizadas a través de la prueba t Student o prueba de Mann-Whitney. Resultados: Un 93,56% de los alumnos presentó al menos una recesión gingival. Los dientes con mayor prevalencia de recesiones gingivales fueron 1,6; 3,4; 2,6 y 4,1; los con mayor severidad fueron el 3,3, 4,3 y 1,3. El factor con mayor asociación a la ocurrencia de recesiones fue el historial de tratamiento ortodóncico con una prevalencia del 75,2%. El bruxismo presentó asociación positiva con respecto al número de recesiones gingivales con una prevalencia de 60,7%. Conclusiones: Las recesiones gingivales vestibulares son una condición muy prevalente en estudiantes de odontología de la Universidad de Los Andes durante el año 2022, con una fuerte asociación a la historia de tratamiento ortodóncico.


Subject(s)
Gingival Recession , Students, Dental , Humans , Prevalence , Cross-Sectional Studies , Gingival Recession/epidemiology , Male , Female , Adolescent , Young Adult , Adult , Students, Dental/statistics & numerical data , Ecuador/epidemiology , Risk Factors
5.
Nutrients ; 16(17)2024 Sep 01.
Article in English | MEDLINE | ID: mdl-39275240

ABSTRACT

BACKGROUND: The association between dietary nutritional patterns, psychological factors, and metabolic health status has not been investigated in university students. There are studies that include numerous variables to test hypotheses from various theoretical bases, but due to their complexity, they have not been studied in combination. The scientific community recognizes the use of Gaussian graphical models (GGM) as a set of novel methods capable of addressing this. OBJECTIVE: To apply GGMs to derive specific networks for groups of healthy and unhealthy obese individuals that represent nutritional, psychological, and metabolic patterns in an Ecuadorian population. METHODOLOGY: This was a quantitative, non-experimental, cross-sectional, correlational study conducted on a sample of 230 obese/overweight university students, selected through a multi-stage random sampling method. To assess usual dietary intake, a Food Frequency Questionnaire (FFQ) was used; to evaluate psychological profiles (anxiety, depression, and stress), the DASS-21 scale was employed; blood pressure and anthropometric data were collected; and insulin levels, lipid profiles, and glucose levels were determined using fasting blood samples. The International Diabetes Federation (IDF) criteria were applied to identify metabolically healthy and unhealthy individuals. Statistical analysis relied on univariate methods (frequencies, measures of central tendency, and dispersion), and the relationships were analyzed through networks. The Mann-Whitney U test was used to analyze differences between groups. RESULTS: In metabolically unhealthy obese individuals, GGMs identified a primary network consisting of the influence of waist circumference on blood pressure and insulin levels. In the healthy obese group, a different network was identified, incorporating stress and anxiety variables that influenced blood pressure, anthropometry, and insulin levels. Other identified networks show the dynamics of obesity and the effect of waist circumference on triglycerides, anxiety, and riboflavin intake. CONCLUSIONS: GGMs are an exploratory method that can be used to construct networks that illustrate the behavior of obesity in the studied population. In the future, the identified networks could form the basis for updating obesity management protocols in Primary Care Units and supporting clinical interventions in Ecuador.


Subject(s)
Diet , Obesity , Overweight , Students , Humans , Ecuador/epidemiology , Male , Female , Cross-Sectional Studies , Students/psychology , Universities , Young Adult , Obesity/psychology , Overweight/psychology , Adult , Feeding Behavior/psychology , Nutritional Status , Health Status , Adolescent
6.
Med Mycol ; 62(9)2024 Sep 06.
Article in English | MEDLINE | ID: mdl-39210503

ABSTRACT

Lobomycosis, also called paracoccidioidomycosis ceti, is a chronic mycotic cutaneous disease affecting odontocetes. Lobomycosis-like disease (LLD) has a clinical presentation consistent with lobomycosis but lacks a histological and molecular diagnosis. We review the literature on lobomycosis aetiology, clinical signs and pathogenesis, species affected and geographic distribution and examine the factors influencing the presence, transmission and prevalence of the disease, to better understand its ecology. In addition, we provide unpublished information on LLD in two common bottlenose dolphin (Tursiops truncatus) communities inhabiting the Gulf of Guayaquil, Ecuador. Lobomycosis and LLD occur in Delphinidae from the Atlantic, Pacific, and Indian Oceans between 33°N and 35°S. Primary risk factors include habitat, sex, age, sociality, and pollution. In dolphins from the Americas and Japan, lobomycosis is caused by Paracoccidioides ceti, family Ajellomycetaceae. The disease is characterized by cutaneous granulomatous lesions that may occur anywhere on the body, grow to large size, and may ulcerate. Histologically, the lesions consist of acanthosis and histiocytic granulomas between the skin and subcutaneous tissues, with inflammatory changes that extend deep into the dermis. Multiple yeast cells with a double refringent layer stained positive using Gomori-Grocott methenamine silver in the dermis of a T. truncatus from Ecuador diagnosed with LLD since 2011, a first record for the Southeast Pacific. Injuries may enable the entry of P. ceti into the dermis while skin contact likely favours transmission, putting males at higher risk than females. Lobomycosis and LLD may have a negative impact on small communities already threatened by anthropogenic factors.


We review lobomycosis and lobomycosis-like disease in cetaceans and give new information for bottlenose dolphins (Tursiops truncatus) from the Gulf of Guayaquil, Ecuador. Caused by Paracoccidioides ceti, the disease affects several dolphin species worldwide, including in Ecuador, for which we present a first record.


Subject(s)
Lobomycosis , Animals , Ecuador/epidemiology , Lobomycosis/pathology , Lobomycosis/microbiology , Lobomycosis/veterinary , Lobomycosis/epidemiology , Paracoccidioides/isolation & purification , Cetacea/microbiology , Prevalence , Risk Factors , Male , Skin/microbiology , Skin/pathology , Female , Paracoccidioidomycosis/veterinary , Paracoccidioidomycosis/epidemiology , Paracoccidioidomycosis/microbiology , Paracoccidioidomycosis/pathology
7.
Front Public Health ; 12: 1447649, 2024.
Article in English | MEDLINE | ID: mdl-39188803

ABSTRACT

Background: The significant changes experienced by university students in their training are inherent to educational processes. Social isolation caused by the COVID-19 pandemic, online education and the reopening of higher-education institutions produced substantial variations in the lifestyle of university students in health sciences and generated academic stress and perceived stress. This study was conducted at the National University of Chimborazo (UNACH), a public institution located in Riobamba, central Ecuador, the diverse student's population provided an ideal setting for examining the interplay between academic and perceived stress, lifestyle factors, and learning modalities. The research focused on health sciences students across six academic programs. The university's geographical position and demographic characteristics offered a representative sample for investigating these factors within the context changing. Aim: To compare academic and perceived stress and university students' lifestyles at two different periods: (1) during the mandatory social confinement caused by the COVID-19 pandemic with an online learning modality (T1); (2) in the post-pandemic period with a return to face-to-face activities (T2). Design: An observational, analytical, quantitative, and longitudinal study. Participants: Students from six programs (Nursing, Physiotherapy, Clinical Laboratory, Medicine, Dentistry, and Clinical Psychology) from the Faculty of Health of the National University of Chimborazo-Ecuador (n = 2,237) participated voluntarily, the students had one mean age of M = 21.31 (SD = 2.36) at T1 and M = 22.94 (SD = 2.40) at T2. Non-probability convenience sampling was employed due to the accessibility of the student population and the importance of including the maximum number of relevant individuals within the study population. Methods: The following instruments were used: Nola Pender's Lifestyle Profile Questionnaire, Cognitive Systemic Inventory for the study of academic stress, and Cohen's Perceived Stress Scale. Results: In T1 and T2, students reported high levels of stress, and increased unhealthy lifestyle increased with the return to classrooms. Additionally, upon returning to face-to-face activities (T2), the mean score applied to the responses of Nola Pender's Lifestyle Profile Questionnaire decreased from M = 113.34 (SD = 23.02) to M = 107.2 (SD = 29.70; p < 0.001). There was significant difference (p < 0.001) in academic stress in T1 [M = 66.25 (SD = 15.66)] and T2 [M = 64.00 (SD = 17.91)]. Conclusions: Upon returning to university classrooms (T2), the number of students who reported an "unhealthy" lifestyle increased. Academic stress was high in T1 and T2 and was reported higher in online activities during social isolation.


Subject(s)
COVID-19 , Life Style , Stress, Psychological , Humans , Ecuador/epidemiology , Male , COVID-19/epidemiology , COVID-19/psychology , Female , Longitudinal Studies , Universities , Young Adult , Adult , Education, Distance/statistics & numerical data , Students, Health Occupations/statistics & numerical data , Students, Health Occupations/psychology , Surveys and Questionnaires , SARS-CoV-2
8.
Acta Trop ; 259: 107371, 2024 Nov.
Article in English | MEDLINE | ID: mdl-39209140

ABSTRACT

Human-to-animal reverse transmission of SARS-CoV-2 is a risk for new reservoirs' emergence and new variants' evolution. SARS-CoV-2 infection of synanthropic rodents in urban settings has been reported during COVID-19 in New York and Mexico cities. In this study, we addressed the potential transmission of SARS-CoV-2 to synanthropic rats in the city of Guayaquil (Ecuador) during the COVID-19 pandemic. A total number of 234 rats were collected and analyzed for SARS-CoV-2 detection by RT-qPCR. A positivity rate of 6 % (14 rats) was found, and SARS-CoV-2 infection was confirmed by Sanger sequencing of the viral genome. Our results confirm the potential risk of synanthropic rats as reservoirs for SARS-CoV-2 infection. This is worrisome for low and middle income countries like Ecuador, where pest and waste control in urban settings is challenging. Moreover, the risk of spillover to wild fauna is a concern in Guayaquil, where synanthropic fauna includes raccoons or coatis and forest patches with a wild population of felids or primates existing within the city limits. In this context, SARS-CoV-2 sentinel surveillance of synanthropic rodents could serve as a proxy for a One Health approach to prevent the emergence of new wild reservoirs.


Subject(s)
COVID-19 , Disease Reservoirs , SARS-CoV-2 , Animals , Rats , COVID-19/prevention & control , COVID-19/epidemiology , COVID-19/transmission , SARS-CoV-2/genetics , Disease Reservoirs/virology , Ecuador/epidemiology , Humans , Genome, Viral
9.
PLoS One ; 19(8): e0309466, 2024.
Article in English | MEDLINE | ID: mdl-39208200

ABSTRACT

BACKGROUND: The COVID-19 pandemic has caused over 68.7 million infections and 1.35 million deaths in South America. There are limited data on SARS-CoV-2 seropositivity and its determinants from Andean countries prior to mass vaccinations against COVID-19. OBJECTIVE: To estimate SARS-CoV-2 seropositivity and its determinants before vaccination in occupational groups of adults presumed to have different levels of exposure and associations with potential symptomatology. METHODS: We measured seropositivity of anti-SARS-CoV-2 IgG antibodies in a cross-sectional study of vaccine-naïve adults aged 18 years and older, recruited within three occupational risk groups (defined as low [LR], moderate [MR], and high [HR]) between January and September 2021 in two Andean cities in Ecuador. Associations with risk factors were estimated using logistic regression. RESULTS: In a sample of 882 adults, IgG seropositivity for the three different occupational risk groups was 39.9% (CI 95% 35.3-44.6), 74.6% (CI 95% 66.4-81.4), and 39.0% (CI 95% 34.0-44.4) for the HR, MR, and LR groups, respectively. History of an illness with loss of taste and/or smell was significantly associated with seropositivity in all occupational groups, with adjusted ORs of 14.31 (95%CI, 5.83-35.12; p<0.001), 14.34 (95%CI 3.01-68.42; p<0.001), and 8.79 (95%CI 2.69-28.72; p<0.001), for the HR, MR, and LR groups, respectively; while fever was significant for the LR group with an adjusted OR of 1.24 (95%CI, 1.11-4.57; p = 0.025) and myalgia for the HR group with an adjusted OR of 2.07 (95%CI, 1.13-3.81; p = 0.019). CONCLUSION: Notable proportions of seropositivity were seen in all occupational groups between January and September 2021 prior to mass vaccination. Loss of taste and/or smell was strongly associated with presence of anti-SARS-CoV-2 IgG antibodies irrespective of presumed occupational exposure risk.


Subject(s)
Antibodies, Viral , COVID-19 , Immunoglobulin G , SARS-CoV-2 , Humans , Ecuador/epidemiology , Immunoglobulin G/blood , Immunoglobulin G/immunology , Adult , Male , COVID-19/epidemiology , COVID-19/immunology , Female , SARS-CoV-2/immunology , Cross-Sectional Studies , Middle Aged , Antibodies, Viral/blood , Antibodies, Viral/immunology , Risk Factors , Mass Vaccination/statistics & numerical data , Young Adult , COVID-19 Vaccines/immunology , COVID-19 Vaccines/administration & dosage , Cities/epidemiology , Adolescent , Occupational Exposure
10.
Int J Soc Psychiatry ; 70(8): 1412-1427, 2024 Dec.
Article in English | MEDLINE | ID: mdl-39049604

ABSTRACT

AIMS: In this study, we examined the relationship between 131 suicide related Google search terms, grouped into nine categories, and the number of suicide cases per month in Ecuador from January 2011 to December 2021. METHODS: First, we applied time-series analysis to eliminate autocorrelation and seasonal patterns to prevent spurious correlations. Second, we used Pearson's correlation to assess the relationship between Google search terms and suicide rates. Third, cross-correlation analysis was used to explore the potential delayed effects between these variables. Fourth, we extended the correlation and cross-correlation analyses by three demographic characteristics - gender, age, and region. RESULTS: Significant correlations were found in all categories between Google search trends and suicide rates in Ecuador, with predominantly positive and moderate correlations. The terms 'stress' (.548), 'prevention' (.438), and 'disorders' (.435) showed the strongest associations. While global trends indicated moderate correlations, sensitivity analysis revealed higher coefficients in men, young adults, and the Highlands region. Specific patterns emerged in subgroups, such as 'digital violence' showing significant correlations in certain demographics, and 'trauma' presenting a unique temporal pattern in women. In general, cross correlation analysis showed an average negative correlation of -.191 at lag 3. CONCLUSION: Google search data do not provide further information about users, such as demographics or mental health records. Hence, our results are simply correlations and should not be interpreted as causal effects. Our findings highlight a need for tailored suicide prevention strategies that recognize the complex dynamics of suicide risk across demographics and time periods.


Subject(s)
Search Engine , Suicide , Humans , Suicide/statistics & numerical data , Male , Female , Adult , Young Adult , Middle Aged , Adolescent , Ecuador/epidemiology , Internet , Aged
11.
J Glob Antimicrob Resist ; 38: 332-338, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39019398

ABSTRACT

OBJECTIVE: In Ecuador, data on molecular epidemiology, as well as circulating clones, are limited. Therefore, this study aims to know the population structure of Pseudomonas aeruginosa by identifying clones in clinical samples in Quito-Ecuador. METHODS: A significant set (45) clinical P. aeruginosa isolates were selected, including multidrug and non-multidrug resistant isolates, which were assigned to sequence types (STs) and compared with their antibiotic susceptibility profile. The genetic diversity was assessed by applying the multilocus sequence typing (MLST) scheme and the genetic relationships between different STs were corroborated by phylogenetic networks. RESULTS: The MLST analysis identified 24 different STs and the most prevalent STs were ST-3750 and ST-253. The majority of the multidrug-resistance (MDR) isolates were included in ST-3750 and ST-253, also 3 singleton STs were identified as MDR isolates. The 21 different STs were found in non-multidrug resistance (non-MDR) isolates, and only 3 STs were found in more the one isolate. CONCLUSIONS: The population structure of clinical P. aeruginosa present in these isolates indicates a significant association between MDR isolates and the clonal types: all ST-3750 and ST-253 isolates were MDR. ST-3750 is a closely related strain to the clonal complex ST111 (CC111). ST-253 and ST111 are a group of successful high-risk clones widely distributed worldwide. The multiresistant isolates studied are grouped in the most prevalent STs found, and the susceptible isolates correspond mainly with singleton STs. Therefore, these high-risk clones and their association with MDR phenotypes are contributing to the spread of MDR in Quito, Ecuador.


Subject(s)
Anti-Bacterial Agents , Drug Resistance, Multiple, Bacterial , Microbial Sensitivity Tests , Multilocus Sequence Typing , Phylogeny , Pseudomonas Infections , Pseudomonas aeruginosa , Pseudomonas aeruginosa/drug effects , Pseudomonas aeruginosa/genetics , Pseudomonas aeruginosa/isolation & purification , Pseudomonas aeruginosa/classification , Humans , Drug Resistance, Multiple, Bacterial/genetics , Pseudomonas Infections/microbiology , Pseudomonas Infections/epidemiology , Ecuador/epidemiology , Anti-Bacterial Agents/pharmacology , Molecular Epidemiology , Genetic Variation , Genotype , Epidemics , Female , Male , Adult
12.
Front Cell Infect Microbiol ; 14: 1373450, 2024.
Article in English | MEDLINE | ID: mdl-38975325

ABSTRACT

Introduction: Coronavirus Disease 2019 (COVID-19) is a severe respiratory illness caused by the RNA virus SARS-CoV-2. Globally, there have been over 759.4 million cases and 6.74 million deaths, while Ecuador has reported more than 1.06 million cases and 35.9 thousand deaths. To describe the COVID-19 pandemic impact and the vaccinations effectiveness in a low-income country like Ecuador, we aim to assess the seroprevalence of IgG and IgM antibodies against SARS-CoV-2 in a sample from healthy blood donors at the Cruz Roja Ecuatoriana. Methods: The present seroprevalence study used a lateral flow immunoassay (LFIA) to detect anti-SARS-CoV-2 IgG and IgM antibodies in months with the highest confirmed case rates (May 2020; January, April 2021; January, February, June, July 2022) and months with the highest vaccination rates (May, June, July, August, December 2021) in Quito, Ecuador. The IgG and IgM seroprevalence were also assessed based on sex, age range, blood type and RhD antigen type. The sample size was 8,159, and sampling was performed based on the availability of each blood type. Results: The results showed an overall IgG and IgM seroprevalence of 47.76% and 3.44%, respectively. There were no differences in IgG and IgM seroprevalences between blood groups and sex, whereas statistical differences were found based on months, age range groups, and RhD antigen type. For instance, the highest IgG seroprevalence was observed in February 2022 and within the 17-26 years age range group, while the highest IgM seroprevalence was in April 2021 and within the 47-56 years age range group. Lastly, only IgG seroprevalence was higher in RhD+ individuals while IgM seroprevalence was similar across RhD types. Discussion: This project contributes to limited data on IgG and IgM antibodies against SARS-CoV-2 in Ecuador. It suggests that herd immunity may have been achieved in the last evaluated months, and highlights a potential link between the RhD antigen type and COVID-19 susceptibility. These findings have implications for public health strategies and vaccine distribution not only in Ecuador but also in regions with similar characteristics.


Subject(s)
Antibodies, Viral , Blood Donors , COVID-19 , Immunoglobulin G , Immunoglobulin M , SARS-CoV-2 , Humans , COVID-19/epidemiology , COVID-19/immunology , Ecuador/epidemiology , Immunoglobulin G/blood , Seroepidemiologic Studies , Immunoglobulin M/blood , Male , SARS-CoV-2/immunology , Adult , Blood Donors/statistics & numerical data , Antibodies, Viral/blood , Female , Middle Aged , Adolescent , Young Adult , Aged , Pandemics
13.
Vet Med Sci ; 10(4): e1546, 2024 Jul.
Article in English | MEDLINE | ID: mdl-39016692

ABSTRACT

BACKGROUND: This study focuses on the AMR profiles in E. coli isolated from captive mammals at EcoZoo San Martín, Baños de Agua Santa, Ecuador, highlighting the role of wildlife as reservoirs of resistant bacteria. AIMS: The aim of this research is to investigate the antimicrobial resistance profiles of E. coli strains isolated from various species of captive mammals, emphasizing the potential zoonotic risks and the necessity for integrated AMR management strategies. MATERIALS & METHODS: A total of 189 fecal samples were collected from 70 mammals across 27 species. These samples were screened for E. coli, resulting in 90 identified strains. The resistance profiles of these strains to 16 antibiotics, including 10 ß-lactams and 6 non-ß-lactams, were determined using the disk diffusion method. Additionally, the presence of Extended-Spectrum Beta-Lactamase (ESBL) genes and other resistance genes was analyzed using PCR. RESULTS: Significant resistance was observed, with 52.22% of isolates resistant to ampicillin, 42.22% to ceftriaxone and cefuroxime, and 27.78% identified as ESBL-producing E. coli. Multiresistance (resistance to more than three antibiotic groups) was found in 35.56% of isolates. Carnivorous and omnivorous animals, particularly those with prior antibiotic treatments, were more likely to harbor resistant strains. DISCUSSION: These findings underscore the role of captive mammals as indicators of environmental AMR. The high prevalence of resistant E. coli in these animals suggests that zoos could be significant reservoirs for the spread of antibiotic-resistant bacteria. The results align with other studies showing that diet and antibiotic treatment history influence resistance profiles. CONCLUSION: The study highlights the need for an integrated approach involving veterinary care, habitat management, and public awareness to prevent captive wildlife from becoming reservoirs of antibiotic-resistant bacteria. Improved waste management practices and responsible antibiotic use are crucial to mitigate the risks of AMR in zoo environments and reduce zoonotic threats.


Subject(s)
Animals, Zoo , Anti-Bacterial Agents , Drug Resistance, Bacterial , Escherichia coli , Mammals , Animals , Escherichia coli/drug effects , Escherichia coli/genetics , Escherichia coli/isolation & purification , Ecuador/epidemiology , Mammals/microbiology , Anti-Bacterial Agents/pharmacology , Escherichia coli Infections/veterinary , Escherichia coli Infections/microbiology , Escherichia coli Infections/epidemiology , Feces/microbiology
14.
PLoS One ; 19(7): e0307403, 2024.
Article in English | MEDLINE | ID: mdl-39024320

ABSTRACT

BACKGROUND: There is a growing epidemic of chronic non-communicable diseases in low and middle-income countries, often attributed to urbanization, although there are limited data from marginalized rural populations. This study aimed to estimate prevalence of cardiometabolic diseases and associated risk factors in transitional rural communities. METHODS: A cross-sectional study of Montubio adults aged 18-94 years living in agricultural communities in a tropical coastal region of Ecuador. Data were collected by questionnaires and anthropometry, and fasting blood was analyzed for glucose, glycosylated hemoglobin, insulin, and lipid profiles. Population-weighted prevalences of diabetes, hypertension, and metabolic syndrome were estimated. Associations between potential risk factors and outcomes were estimated using multilevel regression techniques adjusted for age and sex. RESULTS: Out of 1,010 adults recruited, 931 were included in the analysis. Weighted prevalences were estimated for diabetes (20.4%, 95% CI 18.3-22.5%), hypertension (35.6%, 95% CI 29.0-42.1%), and metabolic syndrome (54.2%. 95% CI 47.0-61.5%) with higher prevalence observed in women. Hypertension prevalence increased with age while diabetes and metabolic syndrome peaked in the 6th and 7th decades of life, declining thereafter. Adiposity indicators were associated with diabetes, hypertension, and metabolic syndrome. CONCLUSION: We observed an unexpectedly high prevalence of diabetes, hypertension, and metabolic syndrome in these marginalized agricultural communities. Transitional rural communities are increasingly vulnerable to the development of cardiometabolic risk factors and diseases. There is a need for targeted primary health strategies to reduce the burden of premature disability and death in these communities.


Subject(s)
Hypertension , Metabolic Syndrome , Rural Population , Humans , Adult , Middle Aged , Female , Ecuador/epidemiology , Male , Rural Population/statistics & numerical data , Aged , Adolescent , Cross-Sectional Studies , Metabolic Syndrome/epidemiology , Young Adult , Aged, 80 and over , Hypertension/epidemiology , Risk Factors , Prevalence , Cardiovascular Diseases/epidemiology , Diabetes Mellitus/epidemiology
15.
Front Public Health ; 12: 1412362, 2024.
Article in English | MEDLINE | ID: mdl-39050603

ABSTRACT

Background: Intestinal infectious diseases are a global concern in terms of morbidity, and they are closely linked to socioeconomic variables such as quality of life, weather and access to healthcare services. Despite progress in spatial analysis tools and geographic information systems in epidemiology, studies in Ecuador that evaluate temporal trends, specific geographic groups, and their correlation with socioeconomic variables are lacking. The absence of such information makes it challenging to formulate public health policies. This study sought to identify the spatial and temporal patterns of these diseases in Ecuador, along with their correlation with socioeconomic variables. Methods: In Ecuador, the study was carried out in a continental territory, focusing on data related to intestinal infectious diseases collected from the National Institute of Statistics and Census (Instituto Nacional de Estadística y Censos) during the period from 2014 to 2019. This study involved spatial and temporal analyses using tools such as the global Moran's index and Local Indicators of Spatial Association to identify spatial clustering patterns and autocorrelation. Additionally, correlations between morbidity rates and socioeconomic variables were examined. Results: During the investigated period, Ecuador registered 209,668 cases of these diseases. Notable variations in case numbers were identified, with a 9.2% increase in 2019 compared to the previous year. The most impacted group was children under 5 years old, and the highest rates were centered in the southern and southwestern regions of the country, with Limón Indanza and Chunchi being the cantons with the highest rates, notably showing a significant increase in Limón Indanza. Additionally, there were significant correlations between morbidity rates and socioeconomic variables, school dropout rates, low birth weight, and access to water services. Conclusion: This study emphasizes the importance of considering socioeconomic variables when addressing these diseases in Ecuador. Understanding these correlations and geospatial trends can guide the development of health policies and specific intervention programs to reduce the incidence in identified high-risk areas. More specific research is needed to understand the underlying causes of variability in morbidity and develop effective prevention strategies.


Subject(s)
Socioeconomic Factors , Spatio-Temporal Analysis , Humans , Ecuador/epidemiology , Child, Preschool , Adolescent , Child , Infant , Male , Female , Adult , Young Adult , Middle Aged , Intestinal Diseases/epidemiology , Aged , Infant, Newborn , Communicable Diseases/epidemiology
16.
Diagn Microbiol Infect Dis ; 110(1): 116440, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39018933

ABSTRACT

This study was designed to investigate the expression of HPV16 L1-protein in biopsies of oral mucosa samples. The expression of HPV16 L1 protein was investigated in biopsies taken from oral mucosa from patients who required pathological diagnosis of oral lesions. Seventy-two samples were incubated with anti-L1 protein monoclonal antibodies and protein detection was revealed with diaminobenzidine. Expression of L1 protein was performed by a pathologist blinded for tissue diagnosis under light microscopy. Most of the lesions of oral mucosa were present in lining mucosa (75 %) and the most frequent lesion were mucocele (n = 17, 23.6 %), epithelial hyperplasia (n = 6, 8.33 %), fibroma (n = 5, 6.9 %) and inflammatory hyperplasia (n = 5, 6.9 %). L1 protein expression was observed only in five (6.9 %) samples (two squamous cell carcinomas, two epithelial hyperplasia, and one gingival hyperplasia). We concluded that L1 expression in oral biopsies presented a low frequency in oral mucosal biopsies samples.


Subject(s)
Capsid Proteins , Mouth Mucosa , Oncogene Proteins, Viral , Papillomavirus Infections , Humans , Biopsy , Female , Mouth Mucosa/virology , Mouth Mucosa/pathology , Papillomavirus Infections/diagnosis , Papillomavirus Infections/virology , Adult , Male , Oncogene Proteins, Viral/genetics , Middle Aged , Ecuador/epidemiology , Capsid Proteins/genetics , Capsid Proteins/immunology , Young Adult , Adolescent , Aged , Prevalence , Mouth Diseases/virology , Mouth Diseases/pathology , Mouth Diseases/epidemiology , Human papillomavirus 16/genetics , Immunohistochemistry , Mouth Neoplasms/virology , Mouth Neoplasms/pathology , Mouth Neoplasms/diagnosis
17.
Medicine (Baltimore) ; 103(30): e38776, 2024 Jul 26.
Article in English | MEDLINE | ID: mdl-39058801

ABSTRACT

Several risk factors were associated with mortality in patients with coronavirus disease 2019 (COVID-19) infection in intensive care units (ICU). We assessed the effect of risk factors related to the characteristics and clinical history of the population, laboratory test results, drug management, and type of ventilation on the probability of survival/discharge from the ICU. A retrospective cohort multicentric study of adults with COVID-19 admitted to the ICU between March 2020 and December 2021. Data were collected from 6 hospitals in 5 cities in Ecuador. The primary outcome was ICU survival/discharge. Survival analysis was conducted using semi-parametric Cox proportional hazards models. Of those admitted to the ICU with COVID-19, (n = 991), mean age was 56.76 ±â€…13.14, and 65.9% were male. Regarding the primary outcome, 51.1% (n = 506) died and 48.9% (n = 485) survived. Of the group that died, their mean age was higher than the survivors (60.7 vs 52.60 years, respectively), and they had a higher prevalence of comorbidities such as arterial hypertension (37.2% vs 20.4%, respectively) and diabetes mellitus (26.9% vs 15.7%, respectively), with P < .001. In ventilatory management, 32.7% of patients used noninvasive ventilation and high-flow nasal cannula, and 67.3% required invasive ventilatory support. After adjusting for confounders, Cox regression analysis showed that patients were less likely to be discharged alive from the ICU if they met the following conditions: arterial hypertension (hazard ratio [HR] = 0.83 95% CI 0.723-0.964), diabetes mellitus (HR = 0.80 95% CI 0.696-0.938), older than 62 years (HR = 0.86 95% CI 0.790-0.956), obese (body mass index ≥ 30) (HR = 0.78 95% CI 0.697-0.887), 1 unit increase in SOFA score (HR = 0.94 95% CI 0.937-0.961), PaO2/FiO2 ratio <100 mm Hg (HR = 0.84 95% CI 0.786-0.914), and the use of invasive mechanical ventilation (HR = 0.68 95% CI 0.614-0.769). Risk factors associated with increased mortality were older age, obesity, arterial hypertension, and diabetes. Factors such as male gender, chronic obstructive pulmonary disease, acute kidney injury, and cancer reported in other investigations did not have the same effect on mortality in our study.


Subject(s)
COVID-19 , Intensive Care Units , Humans , Male , COVID-19/mortality , COVID-19/epidemiology , Middle Aged , Female , Ecuador/epidemiology , Retrospective Studies , Intensive Care Units/statistics & numerical data , Risk Factors , Aged , Adult , Comorbidity , Hospital Mortality , SARS-CoV-2 , Respiration, Artificial/statistics & numerical data , Proportional Hazards Models
18.
Medwave ; 24(6): e2903, 2024 Jul 26.
Article in English | MEDLINE | ID: mdl-39058981

ABSTRACT

Leukemia is associated with exposure to radiation, benzene derivatives, and pesticides. Previous research has documented an increase in work-related leukemia in the Latin American Andean region. To date, there are only few studies in Ecuador on the impact of oil exploitation on adjacent indigenous communities. Our study aims to show the impact of leukemia on the working-age population. For the calculation of morbidity and mortality rates, we used hospital discharge and death records from the National Institute of Statistics of Ecuador. These data were collected and adjusted to the corresponding province's population for further analysis. Large differences were observed between provinces in adjusted rates of leukemia mortality and morbidity in the working-age population. The variations in altitude among different areas in Ecuador give the provinces a distinct geographic identity. Likewise, the provinces with the highest morbidity and mortality rankings, such as Azuay, Loja, Imbabura, and Tungurahua, have an average altitude above 2000 meters. As a result, there are variations in the average temperature, exposure to solar and cosmic radiation, and mining and farming methods. The observed differences warrant the future collection of geolocation data for affected individuals. This could help to better understand how leukemia cases have demogrpahic hotspots in the country, identify possible risk factors associated with the disease in each region, and design more effective prevention and control strategies.


La leucemia es una enfermedad a consecuencia, además de factores genéticos, de la exposición a radiaciones, derivados del benceno y pesticidas. Investigaciones anteriores han documentado un aumento de la leucemia ocupacional en la región andina de América Latina. Hasta la fecha, existen sólo unos pocos estudios en Ecuador sobre el impacto de la explotación petrolera en las comunidades indígenas. Nuestro objetivo es mostrar el impacto de la leucemia en la población en edad de trabajar. Para el cálculo de las tasas de morbimortalidad se utilizaron los registros de altas hospitalarias y defunciones del Instituto Nacional de Estadística del Ecuador. Estos datos fueron recopilados y estimadas las tasas ajustadas. Se observaron grandes diferencias entre provincias en las tasas ajustadas de mortalidad y morbilidad por leucemia en la población en edad de trabajar. Asimismo, las provincias con mayor ranking de morbilidad y mortalidad, como Azuay, Loja, Imbabura y Tungurahua, coinciden en tener una altitud promedio superior a los 2000 metros. Hay provincias de baja altitud en la costa y provincias por encima de los 2000 metros en la sierra, lo que le da a las provincias del Ecuador una identidad geográfica distintiva. Como resultado, existen variaciones en la temperatura promedio, la exposición a la radiación solar y cósmica, y actividades de minería y agricultura. Las diferencias observadas, recomiendan la recopilación futura de datos de geolocalización de las personas afectadas. Esto podría ayudarnos a comprender mejor cómo se distribuyen los casos de leucemia, identificar posibles factores de riesgo asociados a la enfermedad en cada región y diseñar estrategias de prevención y control más efectivas.


Subject(s)
Leukemia , Humans , Ecuador/epidemiology , Leukemia/epidemiology , Leukemia/mortality , Leukemia/etiology , Adult , Risk Factors , Middle Aged , Male , Female , Altitude , Young Adult , Environmental Exposure/adverse effects , Adolescent , Occupational Exposure/adverse effects
19.
BMC Womens Health ; 24(1): 388, 2024 Jul 04.
Article in English | MEDLINE | ID: mdl-38965526

ABSTRACT

BACKGROUND: Chronic pelvic pain is a common disease that affects approximately 4% of women of reproductive age in developed countries. This number is estimated to be higher in developing countries, with a significant negative personal and socioeconomic impact on women. The lack of data on this condition in several countries, particularly those in development and in socially and biologically vulnerable populations such as the indigenous, makes it difficult to guide public policies. OBJECTIVES: To evaluate the prevalence of chronic pelvic pain (dysmenorrhea, dyspareunia, non-cyclical pain) and identify which variables are independently associated with the presence of the condition in indigenous women from Otavalo-Ecuador. DESIGN: A cross-sectional study was carried out including a sample of 2429 women of reproductive age between 14 and 49 years old, obtained from April 2022 to March 2023. A directed questionnaire was used, collected by bilingual interviewers (Kichwa and Spanish) belonging to the community itself; the number of patients was selected by random sampling proportional to the number of women estimated by sample calculation. Data are presented as case prevalence, odds ratio, and 95% confidence interval, with p < 0.05. RESULTS: The prevalence of primary dysmenorrhea, non-cyclic pelvic pain, and dyspareunia was, respectively, 26.6%, 8.9%, and 3.9%.all forms of chronic pain were independently associated with each other. Additionally, dysmenorrhoea was independently associated with hypertension, intestinal symptoms, miscegenation, long cycles, previous pregnancy, use of contraceptives and pear body shape. Pain in other sites, late menarche, exercise, and pear body shape were associated with non-cyclic pelvic pain. And, urinary symptoms, previous pregnancy loss, miscegenation, and pear body shape were associated with dyspareunia. CONCLUSION: The prevalence of primary dysmenorrhea and non-cyclical chronic pelvic pain was notably high, in contrast with the frequency of reported dyspareunia. Briefly, our results suggest an association between dysmenorrhoea and conditions related to inflammatory and/or systemic metabolic disorders, including a potential causal relationship with other manifestations of pelvic pain, and between non-cyclical pelvic pain and signs/symptoms suggesting central sensitization. The report of dyspareunia may be influenced by local cultural values and beliefs.


Subject(s)
Chronic Pain , Dysmenorrhea , Pelvic Pain , Humans , Female , Adult , Pelvic Pain/epidemiology , Cross-Sectional Studies , Prevalence , Young Adult , Chronic Pain/epidemiology , Middle Aged , Ecuador/epidemiology , Adolescent , Dysmenorrhea/epidemiology , Dyspareunia/epidemiology , Indigenous Peoples/statistics & numerical data , Surveys and Questionnaires
20.
PLoS One ; 19(7): e0297602, 2024.
Article in English | MEDLINE | ID: mdl-38968213

ABSTRACT

BACKGROUND: The COVID-19 pandemic has prompted a transformation of medical training. Although there were obvious medical education and social interaction challenges, e-learning presented some advantages, which may have generated medical curricula innovation and adjustments to novel technological methodologies. This study aims to generate consensuses among medical students regarding medical education provided during the pandemic in the resource-limited context of a Global South university. METHODS: The implementation of a participatory Delphi method included a recruitment campaign, training, constitution of Delphi panels and questions, and development of the Delphi exercises. Students from the second to the sixth year of medicine of a university in Quito, Ecuador, constituted two Delphi panels, developed questions about the education received during the pandemic, and answered them over 3.5 rounds. FINDINGS: Twenty-two medical students participated in the Delphi exercises about their perception of medical education during the COVID-19 pandemic. The analysis consisted of a total of 22 Delphi questions divided into five distinct categories: adaptations and innovations, curriculum and assessment changes, virtual clinical practice, time management, and mental health. The authors established high, medium, and low consensuses for analysis. CONCLUSIONS: Consensuses were reached based on students' academic year and focused on the changes in lecture delivery, the usage of new technologies, patient care skills, the impact of the educational routine, and the mental health of the COVID-19 pandemic. The way the pandemic affected medical education in the Global South set the stage for the need for a comprehensive review of tools, skills, and curricula for students from culturally diverse backgrounds. This study offers a highly replicable methodology to generate consensuses and introduce students to academic research.


Subject(s)
COVID-19 , Curriculum , Delphi Technique , Education, Medical , Students, Medical , COVID-19/epidemiology , Humans , Students, Medical/psychology , Education, Medical/methods , SARS-CoV-2/isolation & purification , Pandemics , Female , Male , Ecuador/epidemiology , Education, Distance/methods , Adult
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