Tavo @tavoglc@social.cleverlibre.org

If the virus adapts to the cellular resources, then the seasonality of the virus could be traced by measuring an environmental variable or by selecting genes with high similarity to the virus. #COVID19 #LongCovid

This over time creates a series of waves of resources inside the cell. If we frame a viral infection as a resource optimization problem then a virus will have seasons with low and high resource availability. #COVID19 #LongCovid

Changes in the environment generate changes in gene expression patterns. Those changes will also modify the nucleotide and the amino acid pools inside the cell. #COVID19 #LongCovid

Algunos eventos desafortunados debidos a malas decisiones del pasado terminaron acelerado varias cosas.

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https://tavoglc.substack.com

Also by approaching polar latitudes the frequency of those periods increases. #COV1D #COVID

If we plot the cases using the sunshine duration as a measure of time the different waves are located at the extremes of the axis. But if we look at how the sunshine duration changes specific rates appear to constrain the duration of the waves #COV1D #Covid

Training a VAE with a custom sequence representation sports the different genomes by a temporal variable. Currently, the best fit is the sunshine duration rate of change. A proxy measure of the rate of change of solar radiation at a specific location. #COV1D #Covid

In the case of COVID-19, the data source will be the genomic sequences obtained through genomic surveillance. #COV1D #Covid

If we position ourselves in the sun, then we will see the normal movement of all the planets. Luckily neural networks can be used to retrieve a meaningful coordinate system from complex data sources.
#COV1D #COVID
https://youtu.be/KmQkDgu-Qp0?t=618

For example, if we look at the movement of mercury through time we will end up observing also the retrograde movement of the planet. That's due to our position relative to the planet. #COV1D #Covid

https://www.youtube.com/watch?v=hLkQhaFOT58

Why is hard to find the seasonality or pattern behind COVID-19 waves? One possibility is the lack of a meaningful coordinate system. #COV1D #COVID

At the end it was a linear rate of change.

Would you like to know more? #COVID #COV1D #CovidIsNotOver
https://tavoglc.substack.com

Low levels of solar radiation could drive different pandemics by increasing the number of viruses due to low UV radiation and by impairing the ability to signal circadian events. #COVID #COV1D #CovidIsNotOver

A lack of agreement between environmental variables could also drive the generation of new COVID-19 variants. Bursts in isolations are closely located near environmental disagreement at a specific geographic location. #COV1D #CovidIsNotOver