The Rapidly Changing Patterns in Bacterial Co-Infections Reveal Peaks in Limited Gram Negatives during COVID-19 and Their Sharp Drop Post-Vaccination, Implying Potential Evolution of Co-Protection during Vaccine-Virus-Bacterial Interplay.
Kamaleldin B SaidAhmed AlsolamiKhalid F AlshammariSafia MoussaFawaz AlshammeriMohammed H AlghozwiSulaiman F AlshammariNawaf F AlharbiAmany M KhalifaMadiha R MahmoudKawthar AlshammariMohamed E GhoniemPublished in: Viruses (2024)
SARS-CoV-2 has caused the most devastating pandemic of all time in recent human history. However, there is a serious paucity of high-quality data on aggravating factors and mechanisms of co-infection. This study aimed to identify the trending patterns of bacterial co-infections and types and associated outcomes in three phases of the pandemic. Using quality hospital data, we have investigated the SARS-CoV-2 fatality rates, profiles, and types of bacterial co-infections before, during, and after COVID-19 vaccination. Out of 389 isolates used in different aspects, 298 were examined before and during the pandemic ( n = 149 before, n = 149 during). In this group, death rates were 32% during compared to only 7.4% before the pandemic with significant association ( p -value = 0.000000075). However, the death rate was 34% in co-infected ( n = 170) compared to non-co-infected patients ( n = 128), indicating a highly significant value ( p -value = 0.00000000000088). However, analysis of patients without other serious respiratory problems ( n = 28) indicated that among the remaining 270 patients, death occurred in 30% of co-infected patients ( n = 150) and only 0.8% of non-co-infected ( n = 120) with a high significant p -value = 0.00000000076. The trending patterns of co-infections before, during, and after vaccination showed a significant decline in Staphylococcus aureus with concomitant peaks in Gram negatives n = 149 before/ n = 149 during, including Klebsiella pneumonian = 11/49 before/during, E. coli n = 10/24, A. baumannii n = 8/25, Ps. aeruginosa n = 5/16, and S. aureus 13/1. Nevertheless, in the post-vaccination phase ( n = 91), gender-specific co-infections were examined for potential differences in susceptibility. Methicillin-resistant S. aureus dominated both genders followed by E. coli in males and females, with the latter gender showing higher rates of isolations in both species. Klebsiella pneumoniae declined to third place in male patients. The drastic decline in K. pneumoniae and Gram negatives post-vaccination strongly implied a potential co-protection in vaccines. Future analysis would gain more insights into molecular mimicry.
Keyphrases
- sars cov
- coronavirus disease
- staphylococcus aureus
- respiratory syndrome coronavirus
- end stage renal disease
- escherichia coli
- chronic kidney disease
- gram negative
- klebsiella pneumoniae
- ejection fraction
- mental health
- newly diagnosed
- multidrug resistant
- prognostic factors
- peritoneal dialysis
- healthcare
- genome wide
- mass spectrometry
- high resolution
- pseudomonas aeruginosa
- single cell
- climate change
- human health
- dna methylation
- methicillin resistant staphylococcus aureus
- big data
- patient reported
- data analysis
- genetic diversity
- single molecule
- deep learning
- skeletal muscle
- patient reported outcomes
- weight loss
- insulin resistance
- pluripotent stem cells