Kevin McKernan Profile picture
Nov 10, 2021 17 tweets 5 min read Read on X
I wonder what could go wrong codon optimizing a virus that is already adapted to its host?

What made them think maximum expression was desirable?

Top Track- SARs-CoV-2 GC content over spike.

Bottom- BNT162b2 GC content. Image
They certainly weren’t thinking about secondary structure.

This type of stuff matters to RNAses and other components of the innate immune response (Toll Like Receptors).

Yes, their goal was to evade innate detection with pseudouridine but at what cost? Image
These types of modifications create stop codon ablations and many translation errors.

Has anyone see protein sequence data of the spike protein expressed in vaccinated people?

This seems like a major regulatory oversight.
The assumption that codon optimized mRNA is a bio equivalent to the natural spike protein is a pharma narrative.

The mRNA should be considered a pro-drug and proof of the active metabolite needs identification and quantification (spike protein generated in the host)
Not some ELISA or antibody test.

Protein sequencing to a depth that can see rare variants.

The paucity of RNA and Protein sequencing the Vax is deafening.
GC content is simply the GC/AT count in the RNA.
G and C make 3 hydrogen bonds
A and T make 2 hydrogen bonds.

GC rich RNA is stickier and makes much different secondary structure.

Think of knots on a coiled telephone cable. Think Telomeres and gene regulation.
Pseudouridines are used to camouflage the mRNA from your Toll Like Receptors and certain RNAses.

But… they are sloppy bases. Promiscuous.
U should Bind to A
Their replacement binds to G and A and C a bit too.
And itself.
Error Prone.

pnas.org/content/116/46…
Base pairing party with Pseudouridine (pitch fork symbol)

This confuses the hell out tRNAs trying to translate this sloppy message into proteins. It’s particularly bad at stop codons.

What happens when you miss stop codons?

I hope their UTRs are clean

ncbi.nlm.nih.gov/pmc/articles/P… Image
So what happens to a mRNA that is folded differently and knotted up with much higher GC content?

Something called Quadruplex G

DNA and RNA begin to form Hoogstein base pairing instead of Watson Crick base pairing.

This stalls translation and often results in misfolds/errors. Image
And the codon “optimizers” were optimizing at warp speed and make a rookie mistake.

They codon optimized but forgot to ablate the quadruplex Gs(G4’s).

Oops. The viral mRNA has 4 G4’s.
Pfizer now has 9 and Moderna has 19. Regions in yellow =G4. Image
What happens to cells that express bucket loads of G4 RNA?

G4’s are important in senescence.
Telomeres are all G4’s.

Stabilizing G4s can inhibit telomerase.

P53 often binds to G4’s.

These are really important features of RNA they must be oblivious to.
There pursuit of maximizing expression levels of toxic spike came at all costs.

They used dirty bases like N1-methylpseudouridine, strong Globin promoters and very sloppy codon optimization that is likely very error prone. Did they ever ask if more was better?
So again,
This begs the question, should a codon optimized mRNA be considered a bio equivalent with another viral mRNA that is only 73% identical at the sequence level?
Should the protein they theoretically code for be assumed equivalent without proof?
Promiscuous pseudouridine?
Seems to me the mRNA field wants its cake and to eat it too.

They want a base that tricks the immune system but they don’t want to admit the translational error that invites.. and they don’t want any attention on the fact that this mutagenesis may occur over bioweapon SEB motif
There is a good Dark Horse podcast going over the mistake of Bio equivalence on Telomeres in mice. Warp speed science is most prone to making these false equivalences.

@BretWeinstein
Let’s have a look at the sacrifice they paid.
This is Pseudouridine.
It should bind A.
But it binds G….and C ….and sometimes itself.
No fidelity.
How is a tRNA/Ribosome supposed to read this sentence when the speaker is slurring every 4th word?
You are going to get errors. Image
There is a certain Hubris on display here.
Why did they think they needed to improve upon the viruses codon usage when expressing spike?

Did it occur to them that the virus may have adapted a particularly scarce codon usage to limit damage to its host?
Mobile hosts spread.

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More from @Kevin_McKernan

Feb 7
The latest BS on @biorxivpreprint Image
This paper tries to makes claims of RT-qPCR sensitivity with a LLOQ of 372,800 molecules/ml as their lowest limit of Quantiation.

As a comparison, most clinical HIV RT-qPCR tests pick up 50 molecules/ml.
Hence they have very optimistic clearance rates.
biorxiv.org/content/10.648…
0.00085ng/ml is 372,800 copies. Image
Read 7 tweets
Jan 31
It is well known from BioNtech (Lenk et al) and Sutton et al (1997) that RNA:DNA hybrids inhibit DNaseI.

What is less known is that Quadruplex Gs also inhibit DNaseI. Some exist in SV40 and we get the most signal from this qPCR amplicon.

2 Different mechanisms of DNaseI inhibition = plasmid fragmentation cannot be assumed to be uniform in the mRNA vaccines. Hence 100 fold more spike than parts of the vector.

Below is a map of the codon optimized spike where Quadruplex Gs are overlaid with GAA repeats. GAA's are stickier RNA:DNA hybrids.

Our qPCR primers are overlayed as well.
@RetsefL @KUPERWASSERLAB @weldeiry @JesslovesMJK @DJSpeicher @TracyBethHoeg @DrJBhattacharyaImage
Evans et al demonstrate DNaseI is resistant to quadruplex Gs. They also move to alternative enzymes.
nature.com/articles/s4152…
This is from Lenk et al (BioNtech).
Note the concern over GAA sequences and RNA:DNA hybrids.
Our spike qPCR primers happen to land on GAA rich and quadruplex G rich regions of Spike.
frontiersin.org/journals/molec…Image
Read 4 tweets
Jan 30
@LocasaleLab I find the RNAi worship incongruent will how that entire field was ignored when injecting billions of people with mRNAs.
There are multiple 21bp homologies to human that emerged from the haphazard codon optimizations in the modRNA vaccine and no one cared?
@LocasaleLab Receipts.
Take Pfizers vax Sequence and run it through BLAT.
Hello... anyone from the RNAi space want to speak up about this? Image
ATGTTCGTGTTCCTGGTGCTGCTGCCTCTGGTGTCCAGCCAGTGTGTGAACCTGATCACCAGAACACAGTCATACACCAACAGCTTTACCAGAGGCGTGTACTACCCCGACAAGGTGTTCAGATCCAGCGTGCTGCACTCTACCCAGGACCTGTTCCTGCCTTTCTTCAGCAACGTGACCTGGTTCCACGCCATCTCCGGCACCAATGGCACCAAGAGATTCGACAACCCCGTGCTGCCCTTCAACGACGGGGTGTACTTTGCCAGCACCGAGAAGTCCAACATCATCAGAGGCTGGATCTTCGGCACCACACTGGACAGCAAGACCCAGAGCCTGCTGATCGTGAACAACGCCACCAACGTGGTCATCAAAGTGTGCGAGTTCCAGTTCTGCAACGACCCCTTCCTGGACGTCTACTACCACAAGAACAACAAGAGCTGGATGGAAAGCGAGTTCCGGGTGTACAGCAGCGCCAACAACTGCACCTTCGAGTACGTGTCCCAGCCTTTCCTGATGGACCTGGAAGGCAAGCAGGGCAACTTCAAGAACCTGCGCGAGTTCGTGTTTAAGAACATCGACGGCTACTTCAAGATCTACAGCAAGCACACCCCTATCAACCTCGGCCGGGATCTGCCTCAGGGCTTCTCTGCTCTGGAACCCCTGGTGGATCTGCCCATCGGCATCAACATCACCCGGTTTCAGACACTGCTGGCCCTGCACAGAAGCTACCTGACACCTGGCGATAGCAGCAGCGGATGGACAGCTGGTGCCGCCGCTTACTATGTGGGCTACCTGCAGCCTAGAACCTTCCTGCTGAAGTACAACGAGAACGGCACCATCACCGACGCCGTGGATTGTGCTCTGGATCCTCTGAGCGAGACAAAGTGCACCCTGAAGTCCTTCACCGTGGAAAAGGGCATCTACCAGACCAGCAACTTCCGGGTGCAGCCCACCGAATCCATCGTGCGGTTCCCCAATATCACCAATCTGTGCCCCTTCGACGAGGTGTTCAATGCCACCAGATTCGCCTCTGTGTACGCCTGGAACCGGAAGCGGATCAGCAATTGCGTGGCCGACTACTCCGTGCTGTACAACTTCGCCCCCTTCTTCGCATTCAAGTGCTACGGCGTGTCCCCTACCAAGCTGAACGACCTGTGCTTCACAAACGTGTACGCCGACAGCTTCGTGATCCGGGGAAACGAAGTGCGGCAGATTGCCCCTGGACAGACAGGCAACATCGCCGACTACAACTACAAGCTGCCCGACGACTTCACCGGCTGTGTGATTGCCTGGAACAGCAACAAGCTGGACTCCAAAGTCGGCGGCAACTACAATTACAGGTACCGGCTGTTCCGGAAGTCCAATCTGAAGCCCTTCGAGCGGGACATCTCCACCGAGATCTATCAGGCCGGCAACAAGCCTTGTAACGGCGTGGCAGGCGTGAACTGCTACTTCCCACTGCAGTCCTACGGCTTTAGGCCCACATACGGCGTGGGCCACCAGCCCTACAGAGTGGTGGTGCTGAGCTTCGAACTGCTGCATGCCCCTGCCACAGTGTGCGGCCCTAAGAAAAGCACCAATCTCGTGAAGAACAAATGCGTGAACTTCAACTTCAACGGCCTGACCGGCACCGGCGTGCTGACAGAGAGCAACAAGAAGTTCCTGCCATTCCAGCAGTTTGGCCGGGATATCGCCGATACCACAGACGCCGTTAGAGATCCCCAGACACTGGAAATCCTGGACATCACCCCTTGCAGCTTCGGCGGAGTGTCTGTGATCACCCCTGGCACCAACACCAGCAATCAGGTGGCAGTGCTGTACCAGGGCGTGAACTGTACCGAAGTGCCCGTGGCCATTCACGCCGATCAGCTGACACCTACATGGCGGGTGTACTCCACCGGCAGCAATGTGTTTCAGACCAGAGCCGGCTGTCTGATCGGAGCCGAGTACGTGAACAATAGCTACGAGTGCGACATCCCCATCGGCGCTGGAATCTGCGCCAGCTACCAGACACAGACAAAGAGCCACCGGAGAGCCAGAAGCGTGGCCAGCCAGAGCATCATTGCCTACACAATGTCTCTGGGCGCCGAGAACAGCGTGGCCTACTCCAACAACTCTATCGCTATCCCCACCAACTTCACCATCAGCGTGACCACAGAGATCCTGCCTGTGTCCATGACCAAGACCAGCGTGGACTGCACCATGTACATCTGCGGCGATTCCACCGAGTGCTCCAACCTGCTGCTGCAGTACGGCAGCTTCTGCACCCAGCTGAAAAGAGCCCTGACAGGGATCGCCGTGGAACAGGACAAGAACACCCAAGAGGTGTTCGCCCAAGTGAAGCAGATCTACAAGACCCCTCCTATCAAGTACTTCGGCGGCTTCAATTTCAGCCAGATTCTGCCCGATCCTAGCAAGCCCAGCAAGCGGAGCTTCATCGAGGACCTGCTGTTCAACAAAGTGACACTGGCCGACGCCGGCTTCATCAAGCAGTATGGCGATTGTCTGGGCGACATTGCCGCCAGGGATCTGATTTGCGCCCAGAAGTTTAACGGACTGACAGTGCTGCCTCCTCTGCTGACCGATGAGATGATCGCCCAGTACACATCTGCCCTGCTGGCCGGCACAATCACAAGCGGCTGGACATTTGGAGCAGGCGCCGCTCTGCAGATCCCCTTTGCTATGCAGATGGCCTACCGGTTCAACGGCATCGGAGTGACCCAGAATGTGCTGTACGAGAACCAGAAGCTGATCGCCAACCAGTTCAACAGCGCCATCGGCAAGATCCAGGACAGCCTGAGCAGCACAGCAAGCGCCCTGGGAAAGCTGCAGGACGTGGTCAACCACAATGCCCAGGCACTGAACACCCTGGTCAAGCAGCTGTCCTCCAAGTTCGGCGCCATCAGCTCTGTGCTGAACGATATCCTGAGCAGACTGGACCCTCCTGAGGCCGAGGTGCAGATCGACAGACTGATCACAGGCAGACTGCAGAGCCTCCAGACATACGTGACCCAGCAGCTGATCAGAGCCGCCGAGATTAGAGCCTCTGCCAATCTGGCCGCCACCAAGATGTCTGAGTGTGTGCTGGGCCAGAGCAAGAGAGTGGACTTTTGCGGCAAGGGCTACCACCTGATGAGCTTCCCTCAGTCTGCCCCTCACGGCGTGGTGTTTCTGCACGTGACATATGTGCCCGCTCAAGAGAAGAATTTCACCACCGCTCCAGCCATCTGCCACGACGGCAAAGCCCACTTTCCTAGAGAAGGCGTGTTCGTGTCCAACGGCACCCATTGGTTCGTGACACAGCGGAACTTCTACGAGCCCCAGATCATCACCACCGACAACACCTTCGTGTCTGGCAACTGCGACGTCGTGATCGGCATTGTGAACAATACCGTGTACGACCCTCTGCAGCCCGAGCTGGACAGCTTCAAAGAGGAACTGGACAAGTACTTTAAGAACCACACAAGCCCCGACGTGGACCTGGGCGATATCAGCGGAATCAATGCCAGCGTCGTGAACATCCAGAAAGAGATCGACCGGCTGAACGAGGTGGCCAAGAATCTGAACGAGAGCCTGATCGACCTGCAAGAACTGGGGAAGTACGAGCAGTACATCAAGTGGCCCTGGTACATCTGGCTGGGCTTTATCGCCGGACTGATTGCCATCGTGATGGTCACAATCATGCTGTGTTGCATGACCAGCTGCTGTAGCTGCCTGAAGGGCTGTTGTAGCTGTGGCAGCTGCTGCAAGTTCGACGAGGACGATTCTGAGCCCGTGCTGAAGGGCGTGAAACTGCACTACACATGATGA
Read 8 tweets
Jan 19
On Veterans Day @CharlesRixey @JesslovesMJK
Stopped by MGC.

2 long days later we had all of his data.

It’s now published in The Journal of Independent Medicine.

It describes the mechanism of failure for the DNA contamination in the mRNA shots and why the regulators are missing it.
@JesslovesMJK @CharlesRixey @weldeiry @KUPERWASSERLAB @RetsefL @DrJBhattacharya @RWMaloneMD @RobertKennedyJr @TracyBethHoegImage
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Read 5 tweets
Dec 19, 2025
Another Achs et al Fumble uncovered.
These folks don't even understand Capillary Electrophoresis.

Its becoming increasingly clear these are not honest mistakes but designed to deceive by people who are employed at a Vaccine Research Institute.
Science for Sale.

@JesslovesMJK @DJSpeicherImage
Here is the Rub.
They used a CE instrument that has a lower limit of sensitivity above the 10ng limit.
You need to be able to pick up 10X below the 10ng limit. Or 33pg/ul (300ul dose @ 10ng = 33pg/ul) Image
This is embarrassingly rigged or they are incompetent.
They ignored our comments on the preprint server and raced their paper into @Nature.

@JesslovesMJK and @DJSpeicher have their own substacks picking up other errors in this paper I'll post sortly. Image
Read 5 tweets
Dec 15, 2025
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Note, its unique to that wonderful Furin Cleavage site. Image
Read 4 tweets

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