Marc Johnson Profile picture
May 4 9 tweets 2 min read Read on X
A few points about the H5N1 outbreak that I'd like to share.

1. If we had a pan-influenza wastewater screen in place nationally that differentiates the influenza sources by sequencing (which isn't that hard to do), we probably would have detected this outbreak months ago.
1/
BTW, we submitted a CDC proposal earlier this year to do exactly this, but the topic was pulled from the BAA so the proposal wasn't even reviewed.
2/
2. We should not panic about the current outbreak in cattle. You aren't going to get influenza from pasteurized milk, and this virus isn't ready for human-to-human spread (yet).
3/
3. What we should be concerned about is that fact that the viruses is getting way too many chances. It keeps expanding its tropism. The more animals it replicates in, the more chances it gets to sample new configurations.
4/
4. When the virus makes it way it to pigs, that is when we need to start getting really nervous. Pigs are a mixing vessel where flu is more likely to adapt to respiratory spread in humans.
5/
5. In my opinion we should be focusing our attention on wastewater testing downstream of meat processing plants (for all types of animals). It wouldn't matter what tissue the virus is in, it would end up in the water and give us an early warning.
6/
We've detected and sequenced pig influenza from such sewersheds before (not H5N1), so I know it can work.
7/
6. Most important, we shouldn't shy away from surveillance because we want to avoid a panic. There is still time to stay ahead of this, but if we aren't careful I think it's just a matter of time before H5N1 makes it to humans.
8/8
4.

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More from @SolidEvidence

Dec 15
What are really the most prevalent SARS-CoV-2 lineages and which are increasing?

This is our latest wastewater analysis.

1/ Image
We downloaded and analyzed seqs from over 3,000 US wastewater samples collected since Oct 16.

We only analyzed the US samples because there weren't any other sites we could find that covered the time period. This represented at least 80M people.
2/
ncbi.nlm.nih.gov/sra/
For the analysis we compared the frequency of every non-consensus change in Spike during the first 3 weeks (10/16-11/5) to the frequency in the second 3 weeks (11/6-11/26).

3/ Image
Read 10 tweets
Dec 7
I'm working on a new strategy to track lineages by making composites of all of the recent wastewater sequences.
1/ Image
We downloaded about 1600 samples from the last month (~1 TB of data) and compared the frequency of mutations in the first 2 weeks versus the second 2 weeks.
2/
KP.3.1.1* is still on top with 50-55% of sequences and dropping slowly.
XEC* is next at 30-35% and rising slowly.
2/
Read 7 tweets
Nov 29
GISAID vs SRA/WW
I thought I would do a little comparison to see how wastewater sequencing data compares with patient sequencing data in evaluating viral trends.
1/
cdc.gov/nwss/index.html
For WW I took all of the samples from our most recent SRA download that were collected in the last month (~500 samples). This wasn’t normalized.

For the patient side I used Cov-Spectrum data (because it's public) from the last month (8,302 sequences).
2/
cov-spectrum.org/explore/World/…
There are about 50k patient samples collected for sequencing each month, but there is always a delay before they are all sequenced and uploaded.

In this regard, the WW data is much faster.
3/
Read 12 tweets
Nov 28
Maryland variant, retrospective analysis.

I decided to have a more careful look back at the evolution of the Maryland cryptic lineage.
1/ Image
Standard explanations and disclaimers.
Cryptic lineage: unique, evolutionary advanced SARS-CoV-2 lineages detected in wastewater from an unknown source.
Cryptics are not from animals, they are long term infections.
2/
Cryptics generally are not contagious and we think they are probably GI infection.

The virus in wastewater is not infectious.

3/
Read 12 tweets
Nov 22
If anyone wants to follow along with the Maryland variant (or doesn't believe my analysis), have a look for yourself.

1/
Go to
Type in SRR31400336 and start alignment.

This is a sample from the Maryland sewershed collected on November 7 of this year.
2/deeperseq.genomium.org
This is the RBD region of the Maryland sewershed, below is a normal sewershed.

It doesn't take a molecular virologist to see that one doesn't look like the other.

3/ Image
Read 4 tweets
Nov 20
Maryland folks, I need another favor.
There is a person from Anne Arundel county that has been infected with SARS-CoV-2 for about 3 years (Delta infection).

They probably don’t even know they are infected, but they are shedding a ton of viral material in wastewater
1/ Image
I’m trying to find this person without invading their privacy, if they are willing to be found.

Here are a few threads I’ve written about this variant if you want to read up.

x.com/SolidEvidence/…
x.com/SolidEvidence/…
x.com/SolidEvidence/…
2/
We figured out that the signal is from the Patuxent sewershed (78k people). We’ve been detecting the variant there since this Spring.

Interestingly, the COVID WW spikes were dates when the cryptic sequence was highly prevalent.

Those spikes were driven by one person!

3/ Image
Read 8 tweets

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