Elliot Swartz Profile picture
Sep 9 20 tweets 7 min read Read on X
If you asked a room of cell biologists 5 years ago if cell culture media could productively grow cells while costing just $0.63 per liter, you would have been laughed out of it. No longer.

Let's dive into this important study that poses challenges for #cultivatedmeat skeptics: Image
The 1st innovation was developing a way to replace recombinant albumin in serum-free media. Albumin is critical in most serum-free media, but makes up >1/3 of the cost. It's been shown that albumins from plants can functionally replace recombinant animal albumin at low cost: Image
But this study takes it one step further. They show that low-cost, food-grade ingredients such as methylcellulose, cyclodextrin, & antioxidants can individually replace the functions of albumin (shear protection, nutrient carrier, oxidation) in a protein-free manner. Image
At $0.63/L, this makes it the lowest-cost media published to date. It's also fully animal-component-free.

Importantly, the media cost is ~80% lower than Humbird's analysis (~$3/L), which has been used by skeptics to question CM's economic viability:

thecounter.org/lab-grown-cult…
The media also performs well. They were able to generate max cell densities of 130M cells/mL using tangential flow filtration (TFF) perfusion at lab-scale, which outcompetes alternating tangential flow filtration (ATF) due to higher flux rates: Image
I will say with confidence that other cultivated meat companies are also in this media cost range.

And that I'm confident we will see even lower published media costs in the near future, as originally predicted by @LizSpecht: Image
Continuous experiments were run for 20 days at densities of ~20M cells/mL (~200g/L by back-calculating cell mass at ~9.8ng, which is >3x higher than what previous CM modeling studies used)

More empirical cell mass data are needed to clarify what to use in future models. Image
The product is ~80% protein and 13% fat on a dry mass basis, with consistent values generated across successive harvests: Image
Importantly, the lactate/glucose ratio was 0.52, which is close to Humbird's "enhanced metabolism" value of 0.50.

This implies that the chicken fibroblast lines have an efficient metabolism without needing additional modification:
Image
Image
Back-calculating data in the paper shows this to be the case, with 232g AAs, 409g sugar, & 436g salts/vitamins per kg of wet biomass

This aligns well w/ our previous LCA estimates, suggesting the feed conversion here is nearly 3x as efficient as conventional chicken production: Image
These empirical cell and media data provide support for the favorable climate impact of #cultivatedmeat compared to conventional animal agriculture, outlined here:

They then use this empirical data for the cells and media to calculate total costs in a hypothetical 50,000L facility using 2kL x 25 ATF reactors, 5kL x 10 reactors for TFF, and 25kL x 2 for future large-scale perfusion

Costs come out to $21.49 to $38.54/kg wet mass:
Image
Image
Media remains the cost driver at around 60-70% of total cost.

TFF's reusable filters show significant cost advantages for manufacturing & consumables compared to ATF, resulting in a lower total capital investment for the facility:
Image
Image
They model the final product cost at a 50% inclusion rate, with a 50/50 product being split between CM & plant-based ingredients, which contribute $3/kg to the total cost.

Altogether, hybrid product costs are estimated at $6.22 to $10.08/lb, in the range of organic chicken: Image
Speaking to others, some costs in the supplemental tables (e.g., labor, buildings, equipment) may be optimistic. But this is outside my expertise to judge, so I defer to others for feedback

Regardless, w/ media making up the bulk of costs, inaccuracies here carry less weight
In summary, this paper challenges previous cost models & the prevailing perception that #cultivatedmeat is not economically viable.

It's the 1st study to model costs based on real empirical data, thus it should IMO be viewed as a new standard for comparison.
That said, the data are primarily lab-scale & it remains to be seen if these numbers will be borne out in a real, scale-up facility

@believermeats can prove this to the world in their commercial facility opening in North Carolina in the coming months.

It's also important to note that the data presented here are now well over a year old, and it's possible that further improvements have been made in the interim time to publication.

vegconomist.com/company-news/b…
The team @believermeats led by @KNahmias31077 deserves a lot of praise

Openly publishing data benefits everyone & will further trust in the technological readiness of #cultivatedmeat. There are many potential ways to manufacture CM, but the scientific ecosystem collectively needs detailed studies like this to resolve the most prudent paths forward

I truly hope this will spur other companies to follow in their footsteps
The full article can be found below.

Please get in touch if you notice any inaccuracies in my calculations, the paper, or have strong opinions on the costing details. I want to hear about them!

nature.com/articles/s4301…
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More from @elliotswartz

Dec 19, 2023
Australian #cultivatedmeat company @itsjustvow's safety info for its product was recently released, making it the 3rd safety dossier available to the public

The product is not yet approved & public comment is open until Feb 5th

Key info in this thread:

vegconomist.com/cultivated-cel…
@itsjustvow Let's start w/ the conclusion from the regulator Food Standards Australia New Zealand (FSANZ), which notes that key safety considerations such as allergenicity, toxicity of inputs, and microbiological risks were low. It is deemed safe to use as an ingredient in food.
Image
Image
@itsjustvow Cells: The cells used for production are an embryonic fibroblast line derived from Japanese quail.

The cells were originally obtained from an unnamed public repository based in Europe and adapted for use in production.
Read 19 tweets
Jun 27, 2023
You probably saw these recent headlines based on a pair of pre-print studies. So is it true?

I spoke to many experts & there are multiple compounding errors w/ the assumptions from these pre-print studies

Read my open letter/critique to the authors:
docs.google.com/document/d/1QY…
Image
The core assumptions that lead to the worst-case scenarios & headlines are not relevant to current or future practices of the industry, despite the claim

Underneath, the findings show that even non-optimized #cultivatedmeat has a lower carbon footprint than conventional beef
In a time where science discourse is polarized & degrading, it's doubly important for journalists to do due diligence, esp. when studies are not peer-reviewed

Unfortunately, a clickbait headline in @newscientist spread around the world w/o anyone questioning the claims
Read 10 tweets
May 9, 2023
The study that this headline is based on is a pre-print, and the claim is based on the authors' assumptions that media inputs require purification analogous to the pharma industry: Image
Unfortunately, the assumption isn't correct.

Data has been shown at conferences for years from media input suppliers that food or even feed-grade ingredients can support animal cell growth without issue, including issues from endotoxins.

ImageImage
The article shares info about our study & assumptions that cultivated meat manufacturers would use primarily food-grade ingredients.

But it doesn't say why: because our assumptions were informed by working w/ over 15 companies involved in the production supply chain. Image
Read 11 tweets
Apr 27, 2023
Didn't have time to read the 150 pages of new information associated with @GOODMeat's FDA pre-market consultation for cultivated chicken?

Key info in this thread.

npr.org/sections/healt…
Let's start with the conclusion. The FDA states, "foods comprised of, or containing, cultured chicken cell material resulting from the production process defined in CCC 000001 are as safe as comparable foods produced by other methods."

So how is it made?
Cells: The cells used for production are a publicly available cell line known as DF-1, which has been in the ATCC cell bank since 1996. The cell line is a chicken fibroblast line obtained from 10 day old embryonic chicken tissue.

This was unexpected!
Read 21 tweets
Feb 14, 2023
Some thoughts on (1) whether immortalized cells for #cultivatedmeat production should be compared to eating cancer (2) whether consuming them would give you cancer & (3) whether long-term studies are needed to ensure the safety of cultivated meat...

bloomberg.com/news/features/…
(1) The article says immortalized cells are precancerous or in some cases cancerous

There are 6 hallmarks of cancer, immortality is 1 of them. Having 1 feature of a complex phenotype doesn't mean it is that type.

You can't equate immortality to cancer.

en.wikipedia.org/wiki/The_Hallm…
(1) Thus, while all cancers are immortalized, not all immortalized cells are cancer. Sorta like how not all rectangles are squares.

To become cancer, a transformation involving the loss of control in various aspects of cell growth & regulation is one event that occurs.
Read 27 tweets
Dec 28, 2022
The most comprehensive study to date of #cultivatedmeat production was just published, led by scientists from @believermeats

Much of the data in this paper will likely make up their safety dossier for regulatory approval in the US

What did we learn? 👇

nature.com/articles/s4301…
For context, @believermeats is the 2nd most capitalized #cultivatedmeat company, having raised nearly $400M to date

They recently broke ground on a large production facility in N. Carolina

Cell lines: The company isolated fibroblasts from fertilized chicken embryos from 2 breeds (broiler Ross 308 and Israeli Baladi chickens).

Over time, the fibroblasts spontaneously immortalized, w/ stabilized doubling times of ~20 hrs. Image
Read 28 tweets

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