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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.

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.

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.

Detecting highly similar genes could provide some insight into the kind of dysregulation resulting from the acute phase infection.

The following will be a long evolving thread of previously selected genes with high similarity to SARS-Cov2. And its possible involvement in long covid. But some disclaimers.

This is not medical advice, it's just an effort to broaden the discussion regarding post-acute sequelae and long covid. I have a substack on which I describe other methods to analyze genomic data.
tavoglc.substack.com/

Posts data and code are free and open source, feel free to subscribe if you think the following can be useful. Supporting this project will allow me to continue to work on these analyses.

Due to its seasonality(solar radiation changes), I think that one of the main dysregulations is the circadian one. Scheduling of circadian events could be disrupted and some daily variations in symptom severity might also be possible.

One of the main regulators of the circadian function inside cells is the CLOCK protein, a gen with high compositional similarity to SARS-Cov. CLOCK is involved in chromatin organization and the circadian cycle.
genecards.org/cgi-bin/carddisp

Delayed sleep phase disorder(DSPD) and Major depressive disorder are diseases associated with CLOCK. DSPD disrupts the timing of biological rhythms such as sleep, periods of alertness, body temperature, and hormonal cycles.
en.wikipedia.org/wiki/Delayed_

Specific molecular machinery involved in circadian regulation and highjacked by SARSCov2 infection has already been found. BMAL1, a protein that interacts with CLOCK to synchronize the circadian rhythm, regulates the entry of the virus into the cell.
sciencedirect.com/science/arti

And either pharmacological or genetic targeting of BMAL1 reduces SARSCov2 replication.

Pharmacological interventions targeting CLOCK have also been successful in COVID-19 treatment. Lithium an inducer of clock gene expression has shown inhibitory effects of SARS Cov2 replication at the preclinical level.
sciencedirect.com/science/arti

As well as a faster recovery rate, lowering the days with lymphopenia in a randomized clinical trial setting.
frontiersin.org/articles/10.33

Treating long covid is harder to assess, but there is at least one clinical trial assessing the efficacy with what appears to be promising results.
buffalohealthyliving.com/long-

For some reason, I forgot to add the list of selected genes. This one contains the RefSeq Id

github.com/TavoGLC/SARSCov2Sol

And this one contains the gene description from the refseq file.

github.com/TavoGLC/SARSCov2Sol

Another common symptom of long covid is exercise intolerance. Although it is an uncommon symptom many other diseases generate exercise intolerance. One of those is Catecholaminergic polymorphic ventricular tachycardia (CPVT).
en.wikipedia.org/wiki/Catechol

CPVT causes an abnormal heart rate (arrhythmia) that can be fatal and is triggered by conditions of high excitement such as physical exercise. Mutations in Calmodulin 2, a calcium-handling protein, lead to CPVT.
pubmed.ncbi.nlm.nih.gov/255574

Calmodulin 2 is also associated with a series of cardiac diseases and Sudden Infant Death Syndrome. The main mechanism behind this is due to lower calcium affinity impairing calcium signaling.
journals.plos.org/plosone/arti

Calmodulin 2 is also another protein with high compositional similarity to SARSCov2 and also has a role inside the SARSCov2 infection pathway. Calmodulin interaction with ACE2 is important for the infection process.
link.springer.com/article/10.1

Glycogen storage disease is also another exercise-intolerant disease. Particularly GSD III involves the liver, skeletal, and heart muscle, one cause of such disease is a mutation in the AGL gene.
ncbi.nlm.nih.gov/books/NBK2637

The AGL gene is a gene with high similarity to the SARS Cov2 genome and codifies for the AGL protein, a protein that debranches glycogen. Exercise intolerance in the scheme of GSD III has been suggested to be an energy deficiency.
pubmed.ncbi.nlm.nih.gov/235071

Direct involvement of AGL with SARSCov2 infection has not been found, however pharmacological treatments aiming at AGL have been found to inhibit viral replication.
academic.oup.com/glycob/articl

While Duvoglustat, another molecule that targets AGL only has been proposed as a treatment for viral infections.
pubs.acs.org/doi/full/10.1021/

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@tavoglc Just as an aside, unrelated to your topic: You know you can type longer messages here? Having a chain of short messages isn't really comfortable to read. And yes, people will see the full posts, it's not like they get cut off or anything.

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