Introduction: Currently, around 30% of the world's population is overweight or obese. By 2030, it is estimated that more than 60% of the world's population will be overweight or obese. The COVID19 pandemic has resulted in the worsening of obesity comorbidities. The primary increase in the inflammatory response in obese patients functions as a predictor for the hyperinflammatory state observed in COVID-19. Therefore, this primary increase can be amplified by SARS-CoV-2 infection, increasing the production of cytokines such as TNF-α, IL-1, and IL-6. Objective: It was to carry out a retrospective longitudinal observational study to quantitatively analyze how cardiovascular comorbidities such as diabetes, hypertension, obesity, smoking, and compromised immunity contribute to the increased risk of life of participants affected by COVID-19. Methods: This study followed a longitudinal observational retrospective design (STROBE). A total of 45 public and official documents from Brazil (ANVISA), WHO (World Health Organization), Pan American Health Organization (PAHO), EASO (The European Association for the Study of Obesity - The European Commission/ National Information on COVID-19, Lancet Resource Centre) and scientific articles were subjected to eligibility analysis and, after that, 32 documents dated from 2019 to 2022 were selected. Results: In total, 3,993,857 participants were found from 32 documents. The highest incidence of deaths occurred in participants who were smokers, had compromised immunity, had diabetes, and were obese. The greatest risk of death was observed among participants who smoke (HR=2.5) and those with compromised immunity (HR=2.1). Despite this, other comorbidities such as diabetes, obesity, and hypertension also presented statistically significant results for the risk of life. It was observed that only the difference between the means of the comorbidities “obesity” and “diabetes” was not statistically significant, with p<0.05, that is, both comorbidities have similar impacts on the worsening and death of participants in the presence of COVID-19. Conclusion: Cardiovascular comorbidities such as diabetes, hypertension, obesity, smoking, and compromised immunity contributed to the increased risk of life in participants affected by COVID-19, especially in those of an older age. The endothelial dysfunction caused by SARS-CoV-2 explains why participants with comorbidities related to blood vessels such as cardiovascular disease, hypertension, diabetes, and obesity are more likely to develop severe COVID-19, even death