Population-Based COVID-19 Screening in Mexico: Assessment of Symptoms and Their Weighting in Predicting SARS-CoV-2 Infection.
Margarita L Martinez-FierroMartha Diaz-LozanoClaudia Alvarez-ZuñigaLeticia A Ramirez-HernandezRoxana Araujo-EspinoPerla M Trejo-OrtizFabiana E Mollinedo-MontañoYolanda Ortiz-CastroSodel Vázquez-ReyesPerla Velasco-ElizondoLidia Garcia-EsquivelArturo Araujo-ConejoIdalia Garza-VelozPublished in: Medicina (Kaunas, Lithuania) (2021)
Background and Objectives: Sentinel surveillance in the early stage of the COVID-19 pandemic in Mexico represented a significant cost reduction and was useful in estimating the population infected with SARS-CoV-2. However, it also implied that many patients were not screened and therefore had no accurate diagnosis. In this study, we carried out a population-based SARS-CoV-2 screening in Mexico to evaluate the COVID-19-related symptoms and their weighting in predicting SARS-CoV-2 infection. We also discuss this data in the context of the operational definition of suspected cases of COVID-19 established by the Mexican Health Authority's consensus. Materials and Methods: One thousand two hundred seventy-nine subjects were included. They were screened for SARS-CoV-2 using RT-PCR. The weighting of COVID-19 symptoms in predicting SARS-CoV-2 infection was evaluated statistically. Results: Three hundred and twenty-five patients were positive for SARS-CoV-2 and 954 were negative. Fever, asthenia, dysgeusia, and oxygen saturation predicted SARS-CoV-2 infection (odds ratios ranged from 1.74 to 4.98; p < 0.05). The percentage of asymptomatic COVID-19 patients was 36% and only 38.15% met the Mexican operational definition. Cq-values for the gene N of SARS-CoV-2 were significantly higher in asymptomatic subjects than in the groups of COVID-19 patients with neurological, respiratory, and/or musculoskeletal manifestations (p < 0.05). Conclusions: Dysgeusia, fever, and asthenia increased the odds of a positive result for COVID-19 1.74-4.98-fold among the study population. Patients with neurological, respiratory, and/or musculoskeletal manifestations had higher viral loads at COVID-19 diagnosis than those observed in asymptomatic patients. A high percentage of the participants in the study (61.85%) did not meet the operational definition for a suspected case of COVID-19 established by the Mexican Health Authority's consensus, representing a high percentage of the population that could have remained without a COVID-19 diagnosis, so becoming a potential source of virus spread.
Keyphrases
- sars cov
- respiratory syndrome coronavirus
- coronavirus disease
- end stage renal disease
- early stage
- newly diagnosed
- ejection fraction
- healthcare
- chronic kidney disease
- peritoneal dialysis
- mental health
- prognostic factors
- pulmonary embolism
- radiation therapy
- squamous cell carcinoma
- health information
- machine learning
- tyrosine kinase
- transcription factor
- mass spectrometry
- social media
- human health
- depressive symptoms
- rectal cancer
- climate change
- sentinel lymph node