The Dr. Hyman Show - How Reprogramming Our Genes Can Extend Our Lives with George Church
Episode Date: August 31, 2022This episode is brought to you by Rupa Health, Cozy Earth, and InsideTracker. All living things are programmed with a certain lifespan, which can be dramatically different from species to species. Hum...ans now, in general, live twice as long as our ancestors, thanks to environmental changes and advances in medicine. But most of us spend the last years of our lives without the quality of life we really want. We’ve come to identify a slew of symptoms and chronic diseases as a natural part of aging, but do they really have to be? Today I’m excited to talk to Dr. George Church all about the latest science on reprogramming our genes to extend our healthspan and lifespan. Dr. George Church is a professor of genetics at Harvard Medical School, a founding member of the Wyss Institute, and director of PersonalGenomes.org, the world’s only open-access information on human genomic, environmental, and trait data. Dr. Church is known for pioneering the fields of personal genomics and synthetic biology. He developed the first methods for the first genome sequence and his team invented CRISPR for human stem cell genome editing and other synthetic biology technologies and applications—including new ways to create organs for transplantation, gene therapies for aging reversal, and gene drives to eliminate Lyme disease and malaria. Dr. Church is the director of IARPA & NIH BRAIN Projects and the National Institutes of Health Center for Excellence in Genomic Science. He is the author of Regenesis. This episode is brought to you by Rupa Health, Cozy Earth, and InsideTracker. Rupa Health is a place where Functional Medicine practitioners can access more than 2,000 specialty lab tests. You can check out a free, live demo with a Q&A or create an account at RupaHealth.com. Right now, get 40% off your Cozy Earth sheets. Just head over to cozyearth.com and use code MARK40. InsideTracker is a personalized health and wellness platform like no other. Right now they’re offering my community 20% off at insidetracker.com/drhyman. Here are more details from our interview (audio version / Apple Subscriber version): The top things that prevent disease and enhance longevity (7:06 / 4:13) Defining aging as a disease and treating it as such (8:24 / 5:40) Reprogramming and repairing cells to a younger state (12:24 / 9:35) The future, and challenges, of delivering Yamanaka factors for cell reprogramming (15:05 / 11:50) Gene editing vs gene therapy (28:02 / 22:36) Using gene therapy to reverse disease and lengthen life span (34:44 / 30:55) Animal-to-human organ transplants (37:34 / 33:04) Can we live youthfully to 100 years old and beyond? (44:31 / 40:34) How much and what types of protein do we need for healthy aging? (50:30 / 45:50) Using gene editing to bring back mammoths to restore damaged ecosystems (1:00:53 / 56:50) Get a copy of George Church and Ed Regis’ book, Regenesis: How Synthetic Biology Will Reinvent Nature and Ourselves, here.
Transcript
Discussion (0)
Coming up on this episode of The Doctor's Pharmacy.
We can take 80-year-old cells from an 80-year-old person
and reprogram them to behave as if they were embryonic.
Hey everyone, it's Dr. Mark.
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sheets as much as I do. Now let's get back to this week's episode of The Doctor's Pharmacy. Welcome to The Doctor's Pharmacy. I'm Dr. Mark
Hyman. That's pharmacy with an F, a place for conversations that matter. Today's conversation
with Dr. George Church is about longevity. And if you're interested in health, in how we avoid all
the disease of aging and what underlies aging itself and how we even may end up
escaping death, which we'll talk about. You're going to listen to this conversation and love it.
Dr. George Church is a professor at Harvard Medical School. He's a founding member of the
Weiss Institute, director of the personalgenomes.org, the world's only open access information
on human genomic environmental and trait data.
He actually helped develop the first ability to sequence the human genome, which is pretty
amazing.
And the cost went down from $3 billion to about $600 to do the whole genome sequence.
And he's contributed to all next generation sequencing methods and companies.
He's really quite a historic figure in science.
His team invented
CRISPR, which is about gene editing for the human stem cell genome editing project and other
synthetic biology technologies and applications, including lots of new ways to create organs for
transplant, gene therapies for reversing aging and genes drives to eliminate Lyme disease and
malaria. I'd love to hear about that. And Dr. George is the director of IARPA,
which is like DARPA, but for health. It's like the Deep Science Intelligence and NIH Brain Projects
and the National Institute of Health Center for Excellence in Genomic Science. He's co-authored
more than 625 papers, 156 patent publications, one book called Regenesis. And his honors include
Franklin Bauer Laureate for Achievement
in Science and Time, 100 Most Important People, and the election to the National Academies
of Science and Engineering.
So welcome, George.
Can I call you George?
Thank you.
Very generous introduction.
Thank you.
You know, as a functional medicine doctor, I focus on how do we optimize our biology
and our health systems and to really rethink
disease completely. And I think that what you're talking about is a really different framework for
understanding aging and disease from the traditional disease model. I mean, so most
doctors are focused on the downstream diseases, but in terms of aging, it happens much higher up in the biological hierarchy. And so I'd love to sort of how we kind of can rethink our ability to approach healthy aging, what the science is telling us now, and sort of where we're headed.
And just love you to kind of riff on that for a while, and then we'll kind of dive deep into some of your other work and thinking.
Right. So different species of
organisms live for different amounts of time. It's kind of programmed into our being. Mice live
about two years and bowhead whales live about 200. And so that's one evidence that there's a
program in there. It doesn't mean it's immutable. In principle,
it can be changed genetically or to a limited extent, epigenetically. We've improved our
longevity worldwide on the order of once every four years, one year every four years over the last 170 years. So that's kind of steady progress.
And we had a slight slowdown recently due to diet, sedentary life, high medical costs,
suicide, and drugs.
But we haven't really gone that far backwards.
It's just a tiny little blip so far, but we need to be very cautious of this. In no way
have we gone back 170 years, but maybe we've gone back a year or two. But there's a lot of people
who their longevity is greatly affected by not just their environment, but the genetics that
they have, and we need to pay attention to them as well, not just the healthy.
So looking at sort of the whole aging framework, you know,
what are the top few things you can think of that are so important to actually prevent disease and live longer?
Just curious how you're thinking about it.
Well, so I think a lot of the people that are listening and watching this podcast are already doing everything they can do.
Maybe.
I wouldn't assume that.
Exercise and watching your diet, you know, sleeping well, having good social interactions.
These are all well known, at least, whether it's convenient is another matter.
But they will plateau at some level that's based on your genetics, environmental components outside
of your control. And the genetics can include things that are species specific, like being
a human being. That doesn't mean that that's the absolute limit, however, because we have changed ourselves
radically as a species. That's why we live almost twice as long now through things like vaccines and
better diagnostics for cancer and better treatments.
Yeah. So from some of the framework of the hallmarks of aging,
you know, this was something that's being talked about a lot in the sort of halls of academia and
research on aging. And there are things that happen to us as we age that seem to underlie
all diseases, DNA damage, mitochondrial damage, trouble with proteins, inflammation, nutrient sensing problems,
hormonal dysregulation, microbiome changes, epigenetic changes. And so, you know, there's
nine, 10, however you slice them, hallmarks. And there's a lot we're learning about how these
phenomena that happen in our body actually are driving all these downstream diseases.
So the whole concept of aging is being challenged from just being a normal process to actually
being a disease.
And the WHO recently created a ICD-11 diagnostic category for aging as a disease.
And so can you speak to that concept of aging as a disease versus just a normal phenomenon
and what we know about that and how we actually can start to treat aging?
Well, I'm happy with it however it's defined.
And the ICD change is okay, but I think we could have and could still just treat it as
a natural process that results in a series of age-related diseases. And then we can get FDA
approvals for interventions in that natural process as it causes disease, as either preventative or
rapid reversal of those diseases of aging. Almost every major source of morbidity and mortality, especially in industrialized nations,
are either due to or greatly exacerbated by aging, even accidental death.
The probability of falling down is higher than your probability of not getting up.
Probability of having a bad outcome for an infectious disease, also very steeply age
related. So I, you know, I think if we deal with the underlying causes of all these age related
diseases, we can stay within the framework of disease without necessarily defining aging as
such. To me, it's either way is fine, but, but we been, in our development of medicines, focused on whatever the FDA considers
acceptable. Yeah. Well, but, you know, what's so interesting to me is that, you know, David
Sinclair and others, you talked about how if we treat the hallmarks of aging, we don't actually
have to treat the diseases downstream. So, we don't have to treat heart disease, dementia, cancer, diabetes. They're all really one phenomena
that manifests, you know, as different branches on a tree, but it's all the same trunk. And so,
how do we start to attack those things? Because traditional medicine is, you know, take statins
for your heart disease and do cancer screening and pretty much for dementia, there's no recommendation
than maybe a healthy lifestyle. Diabetes obviously eat better. But I think that there's
not really an understanding of how we really start to treat these hallmarks. What is sort
of your framework around how we begin to address and treat these hallmarks?
Well, I agree that it's quite likely that if you get at the hallmarks, if you get all of them, you may have to get all of them because if any one of them escapes, then you will die by that pathway.
We know a great deal about each of these nine or start the kind of medical engineering process in a big way.
But we do have to get all at once.
And many of the traditional bits of advice really only get one or two.
So they are interconnected.
It's like whack-a-mole.
You can't let any of them escape. The way that my group has been mostly focusing on this is by restoring a younger internal state.
That is to say, from a systems medicine standpoint, you can look at things like the proteins and the nucleic acids in the cell.
And if they are youthful on the whole, then the cell will behave as a youthful cell. And if all
the cells in your body are behaving as youthful, then you will be, okay? So, for example, and this
is a very potent example, is we can take 80-year-old cells from an 80-year-old person and reprogram them to behave as if they were
embryonic and probably anywhere in between. But definitely that dramatic change from 80 years old
to close to zero has been proven over and over again as a standard tool in my field.
It isn't something you can use clinically, however, because if you changed every one of the cells in your body into an embryonic cell, you would no longer look like an adult.
But you can do partial reprogramming.
That's called reprogramming.
Shinya Yamanaka got the Nobel Prize for it two decades ago for work that far back.
But it shows that it's not just about damage. Those cells can be restored to an earlier
state. And there's another way of resetting them, which is well-known, which is called cloning.
You can take a nucleus out of an adult mouse and put it into an egg, and it will develop into a
mouse. And then you can take that adult nucleus and do it again.
And you can do that 25 times.
And you can't just pass it off as, oh, this is selection that the egg and sperm are selecting for healthy,
you know, the ones that fix their, you know.
So repair is certainly a state of the cell.
If a cell thinks it's young, it will repair the damage.
Yeah.
That's just astounding.
So essentially what you're saying is through the Yamanaka factors,
which are transcription factors that Dr. Yamanaka found in Japan years ago
and won the Nobel Prize for, that those factors, we have when we're younger,
and they tell us how to develop and can help us sort of program our
genes to create who we are and which organ and tissue but by using these to get silence at some
point in our life but by turning them back on or inserting them into the cell and i want to sort of
get into how we do that and then flipping them on we can literally reprogram our biology back to a
younger self and that's right i've heard david talk about this david sinclair and i'm like well
this is wild so
how far are we from actually human trials where we'll be able to take these yamanaka factors
insert them through uh some technology which i'd love you to explain and then turn them on
when appropriate and let's say i'm 62 but i don't want any gray hair anymore i got a few gray hairs
coming in or i want to you know get rid of my wrinkles or my joints are bothering me. So, you know,
it's like, how do we kind of begin to think about that? Is that something that's coming
down the pike soon? Are we far away from that? And what are the implications for that?
Well, you can typically get some idea of how close it is to human use if you're going through animal preclinical trials. Because
those, if they're successful, they lead to human clinical trials, which then lead to broad use,
if all goes well. So, we have animal trials that we've done for subset of the Yamanaka factors.
They're sometimes abbreviated OSKM.
And so we've done OSK is a little safer.
And those have been shown in mice.
And then we have another set of proteins.
These are natural human proteins.
We've done another set, which are things like fibroblast growth factor number 21 and alpha clotho, and put those into, into, that's been tested in mice and in dogs. And the dog, this is
work, Noah Davidson was a postdoctoral fellow in my lab and now has his own company called Rejuvenate Bio.
And those are a veterinary product now for dogs, which is a good way of really testing it. It's
better than a clinical trial because you've got people's pets and dogs have a fairly similar
lifestyle to humans. They live in a similar environment.
They sometimes eat the same food.
And they're loving and they make eye contact and the whole bit.
So that's a terrific segue into, I think, even better than primate trials.
So those are all moving very, very close.
And they have been shown.
We've tested them initially on four
diseases of aging. Now it's up to about seven diseases of aging. So when you're getting all
these diseases that have very little in common, other than they're age related, then you're
probably getting at the core part of aging. Yeah. So I mean, these diseases may not seem
related, but you know, they are often driven by insulin resistance, like dementia, heart disease, cancer, diabetes, which are the main things that kill us other than lung diseases, which are usually caused by smoking.
I mean, those are all driven by insulin resistance, even increased inflammation that goes along with aging, even the increased risk for infections and decreased immunity.
So, I think there's a kind of unifying frame about that,
but it seems like these yamana...
Yeah, the diabetogenic part of the hallmarks of aging are just part of it
because if you completely cured cancer
and completely cured all these diabetes-like metabolic diseases,
you still would have a lot of people
dying of age-related diseases. It's been estimated that maybe you'd add two years on average to
the population longevity if you completely eliminated cancer, probably a similar thing
for the metabolic diseases. So you really have to do, you have to hit the whole circle of hallmarks
of aging. And you think that the Yamanaka factor are the key to this or there's one part?
Well, I mentioned the ones that are furthest along are not Yamanaka factors. The problem
with the Yamanaka factors is that they are cell autonomous, which means that you put them in
cell number one. And for the most part,
they do not affect any of the cells nearby. Now, a healthy cell will send off healthy vibes
in various forms, protein molecules. But for the most part, you fixed the cell you delivered it to.
But these other ones I was talking about, like FGF21 and alpha-clotho and TGF beta receptor 2, these are intentionally diffusing out.
Wherever you put them, whatever cells you put them in, they will be releasing these molecules into the bloodstream. And so it's kind of like taking a pill every hour for the rest of your life or eating the right foods or whatever it is. It's reprogramming you
epigenetically all the time and in every cell. And that's the problem with delivery is if you
could deliver to the germline the way we do for some of our animal experiments
pigs um you could affect every cell in the body because they all grow out of one cell
i see when you're delivering it uh in an adult it doesn't necessarily a gene delivery like the
yamanaka factors do not go to every cell in the body oh wow, wow. So that's kind of limits what they do.
So you have to kind of inject them where you want them.
Even if you inject them where you want them,
they won't necessarily go to every cell within the diffusion radius of the
injection.
So delivery is a problem.
It's not just where you inject.
You can also deliver some of these proteins orally. I mean, you can,
they can make it past the stomach acids and so forth. This is not, there are not many examples
of this, but you can do it. But anyway, it doesn't matter how you deliver them intravenously,
intramuscularly, or orally, they don't then get delivered to all the cells in your
body. And since at least all the stem cells in your body, they also don't get to all of those.
So, at a minimum, those are what you need to do to really get serious
impact on these age-related diseases. So, if you did stem cells, for example,
immune stem cells or stem cells for joint or
heart would that then sort of create the germline that would actually help all the downstream heart
yes whatever stem cells you get will then help all its progeny all the baby stem cells that and
all the differentiated cells that come from it. But you don't necessarily get all the stem cells. So if you deliver it intravenously,
you only get a subset of the stem cells. So the rest of them, now you could say, well,
the rest of them are going to age and die and it doesn't matter. So that means the ones you got
will then proliferate and take over the job, which is fine. So I certainly wouldn't rule that out as a possibility
that you can deliver Yamanaka factors to enough percentage
of each category of stem cell.
By the time you're an adult, you don't really have too many pluripotent stem cells
that you had when you were an embryo that will produce everything.
So you have to get each category.
You have to get the blood-producing stem cells cells and some of them don't have a lot. So for example,
there aren't that many neuronal stem cells. There are a few, mainly in the hippocampus.
There are not quite as many cardiac stem cells as one would like. So if you get a subset of
something that's already very small, it may not be enough. We don't know.
These are really interesting, intriguing possibilities.
But I plan for the worst and hope for the best rather than assuming the best.
I mean, this whole idea of reprogramming our biology to a younger you is really astounding.
What you're saying is now we sort of know how to do it in animals for the whole animal, right?
But not in humans.
And it's hard to figure out, you know,
where the trajectory of this is going. I mean, my understanding of the aminocon factors is they actually reprogram you to this inducible pluripotent stem cell, which in English means
you've got a stem cell that it reprograms it to that can become anything, right? But you're saying
that that kind of is a little tricky when it comes to humans.
Yeah, it's not that we don't know how to do it for humans. We might know how to do it for humans,
but it's going to take a while to get it into clinical trials. The thing that's tricky is
delivery both in animals and in humans. In animals, you have one thing you can't do in humans,
which is germline delivery. It's not particularly useful in humans because most of us, almost 8 billion of us, are already past that stage.
And we deserve some medical care that will make us youthful longer.
And germline is off the table anyway, at least temporarily for ethical reasons.
Yeah, it's challenging.
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So group programming is coming, but we don't know if it's 5, 10, 15, 50 years, right?
Well, I think it's unlikely that it's 50 years. It either will fail for some fundamental reason, which I think is unlikely,
or we'll be moving into clinical trials within the next two years or 10 in that range is the
clinical trials.
And, you know, it's just, there's a lot of different ways of doing this.
I think a lot of the more promising ones, at least from my biased point of view, are
based on gene therapy, which is really protein therapy with naturally occurring proteins
that decrease with age or possibly some that decrease with age,
or possibly some that increase with age, reducing those.
So I think we're very close,
and I think there's going to be a number of different groups trying different things, and one or more of them will work.
I mean, from a selfish point of view, I'm older.
You obviously have gray hair.
So is there any hope
for us? Are we going to die before we figure this out? Or is this coming sooner than our lifetimes
are going to end? Well, literally, if the clinical trials start two to 10 years from now, some of us
will be in those clinical trials. And then if they work, then some of us will already be fixed. So one of the nice things about
gene therapy is that in principle, it's once and done. You don't have to be taking a pill
every hour for the rest of your life. It's doing that automatically. You've got all the natural
physiological feedback loops that modulate it and so forth, rather than having to
measure your blood glucose and all that. So you're more excited about gene editing than the
Yamanaka factor reprogramming, it sounds like. No, no. I'm interested in gene therapy. It doesn't
have to be editing. The Yamanaka factors is gene therapy in that you're moving in three or four genes into some subset of the cells.
What I described that Rejuvenate Bio is using that, and they're also using a different set
of three genes, which are like by risk with factor 21, that spread out from the cells
more actively than you get.
So there's two different strategies.
One, we're just fixing a subset of
the cells and hoping that they will proliferate and displace the ones that didn't get the gene
therapy. And the other one is getting gene therapies where no matter what cells you get,
they're going to be secreting the right proteins for life. And those are both being tested
simultaneously. So tell us more about the gene editing and the gene therapy part,
because that's really an expertise. You helped invent CRISPR, which is the technology
for gene editing. So tell us, where are we at with that science, and what are we looking for
clinically from it, and what's actually happening now, and where are we going?
So gene editing, well, almost everything I've talked about so far is gene therapy that is not,
was not called gene editing.
Now, it could be gene editing kind of grows to include everything, but the original gene
therapies was sort of gene replacement or gene augmentation where you're increasing
things that have gotten lower.
Editing is typically either removing a gene's function or changing it precisely.
And it's usually thought of in terms of inherited diseases
where you might have someone with very serious disease
like sickle cell or potentially Alzheimer's
or something like that,
where you go in and change one base pair
back to what it should be,
what it is in the healthy population.
Now, in practice, that again has a delivery problem,
you know, that now, but it's a smaller one in that you now have a smaller number of cells that you need to fix.
You know, it could be like for hemoglobinopathies like sickle cell, you just have to fix the precursor cells, the erythroid cells that produce the red blood cells.
So that's, in a way, you have to deliver it.
In fact, you can take those cells out of the body, like the hematopoietic stem cells, fix them, and then put them back in.
So there's a lot of interesting opportunities that come when you're dealing with specific inherited diseases.
And that's what editing is good for.
Yeah.
So basically, you have a gene for like sickle cell anemia.
You cut it out.
You put in the right gene, and then the sickle cell anemia is gone.
Right. out you put in a the right gene and then the sickle cell name is gone right and and but but
the other thing you're talking about is gene therapy where your augment is like like us the
bionic man it says you're augmenting a human genome with genes that produce different proteins
that have beneficial functions or that reverse aging somehow right can you talk about what that
is because this is sort of i think interesting people. They haven't really sort of know about reprogramming maybe and gene editing, but this whole idea
of gene therapy seems a little bit kind of...
Well, gene therapy greatly precedes most of what we've been talking about.
We have been talking about gene therapy.
All the things that we're pursuing at Rejuvenate Bio are either Yamanaka factors or these growth
factors. And you basically
can either introduce DNA or RNA either in a viral capsid, just not the virus, but the capsid,
the protein coat, or a non-virus lipid nanoparticle. And probably the thing that most
people are familiar with that
uses all the same tools as gene therapy, and basically some people call gene therapy,
are the new COVID vaccines. There's one category, which is double-stranded DNA in a viral capsid,
and another category, which is single-stranded RNA in a lipid nanoparticle. And most people have gotten one of
those two categories. And it is, you know, I think a lot of us probably owe our lives to that
particular kind of gene therapy. It's been applied to a huge fraction of the human race,
and it has costs as low as $2 a dose. and you really don't need that many doses um to to have a
protection with some vaccines you have lifetime protection that doesn't seem to be case for covid
but that's not the fault of the gene therapy no it's the virus itself yeah exactly it's changing
yeah uh well that's fascinating so um can we imagine a gene therapy to help us recover our memory or to repair our joints or to improve our hearing? I'm noticing my hearing maybe not as great as it used to be. So how do these example, if you have an amputation, there are
animals that will regrow limbs. So, it's not completely out of the question. Or potentially,
you could grow a limb in a lab and transplant it. We're getting good at transplanting a variety of organs.
But many of the other things are reversible.
And so there'll be the hair cells that you said hearing, there are hair cells that we lose, but our avian birds do not lose them with age. So that's something, that's some gene that got messed up somewhere in the mammalian lineage that was fine in our reptilian and avian brethren. So that might
be fixable too, if you get it early enough, if you can turn those, you know, if you can turn
some kind of stem cell into hair cells, stem cells like they are in birds.
So there are a lot of things that seem like the damage is so severe you couldn't fix it.
But even those might be fixable. If you convince a certain subset of cells that they're embryo-like or fetus-like, then they will go in and they'll do the job that they did once before.
They can do it again.
It's almost like the fountain of youth lies within our own cells.
We know how to turn it on.
Yeah.
That's what you're saying.
Well,
we know it does because,
you know,
the babies come from adult cells.
Exactly.
Right.
Exactly.
But,
but,
you know,
most people don't think,
Oh,
I could,
you know,
if I'm 80 years old,
I can take a cell of mine,
turn into a younger cell and then reprogram to become a younger me.
That's just not in people's framework.
Yeah.
And so we even do this every day in the lab.
Most of the stem cells that we use in the lab are actually from my left arm.
So we took skin cells.
We reprogrammed them.
And now they're used in labs all over the world.
And we can make little things that look like embryos or like organs. And they do a
lot of developmental biology in the Petri's plate. On your cells.
It doesn't necessarily help me. We're not putting them back into me. But we could someday develop either person specific personalized cells or we could develop generic cells that could help everybody without further modification.
And that might be more cost effective.
It's a little more challenging.
But amazing.
It's really quite amazing.
I mean, the whole framework of gene therapy is just wild. And I think what I wonder is you did this study in your lab where you used a small number of gene therapies to target like five more disease of aging.
What did you find in that research?
What were the results?
Right.
So we've published four papers on different ways of delivering and different genes that are being delivered.
So there's like the two main delivery methods are using capsid proteins from AAV virus and cytomegalovirus.
And then the genes, I've been listing them, but in addition to the ones I've listed already, there's also folistatin and telomerase genes.
All of these have been tried.
And essentially, all of the peer-reviewed papers have shown very significant reversal of age-related disease models.
Some of them might be induced to accelerate the process because we don't want to wait even for the short lifetime of a mouse.
Some have shown very significant longevity impacts.
You know, that wasn't the goal.
The goal was reversing the age-related diseases, but we measured the longevity anyway.
And, you know, on the order of 1.8 times longer life.
Wow. So that's a lot longer.
So I'd be like living to 200 or something, right?
Wow, that's amazing.
And so you saw which age-related diseases change?
So some of these are disease models,
but there's a cardiac aortic constriction model. There's kidney failure. There's high fat diet, obesity,
diabetes type two, neurodegenerative. Our most recent one is a mitral valve disease,
which is very common in a particular breed of spaniels.
They typically die, you know, four to six years earlier than other dogs.
Amazing.
So let's say you, I know you're a Harvard scientist and you can't speculate too much,
but if you had kidney failure and you were about to sort of face the consequences of
that, knowing what you know, what would you do?
Would you take one of these gene therapies?
Well, probably that brings us to another related topic, which is I would probably take an organ, either by normal organ donor route.
But there's a long waiting line.
And most people that could benefit from organ die
waiting. And that would probably be me as well. So instead, what's happening is we're in clinical
trials now and still some preclinical trials on organs that are transplanted from animals like pigs. So we've engineered pigs in 42 different
ways, or sometimes a little bit less than that, and 42 genetic changes. And then those pigs grow
up to be normal breeding pigs. So you don't have to do that every time. You get it into their germ
line, and then all their progeny are engineered in the same way.
They're healthy, and those organs have been transplanted into primates and humans.
And the longest survival so far is 600 days, and those organ recipients are still alive at 600 days.
So it's looking promising.
We'll be going into formal clinical trials, hopefully, in the next few years.
So basically the idea is you take a pig and you reprogram its genes to be like humans,
so it won't be rejected or it'll still work.
And then you can put in a pig kidney or a pig heart or a pig liver or a pig whatever.
Almost every organ that we currently transplant
human to human could be done with pigs so this is not a bacon we're going to get organs
uh yeah muscles that's amazing no that's quite amazing so we basically uh that would be an
extraordinary advance, right,
to not have people wait for heart and kidney transplants.
I mean, ideally, not having them in the first place is important,
and that's what some of the other things you're talking about.
How do we address the hallmarks of aging that lead to needing a new heart or kidney? But not all organ failures are due to aging.
So the crisis includes accidents, workplace accidents, automobile accidents.
It includes genetic problems.
People are born with defective valves and so forth.
So there's a variety of non-age-related reasons for organ failure.
Yes, prevention, I totally agree, is better.
Prevention will require serious medicines as well. So from what I'm hearing, the future of aging kind of looks like this. We're
understanding the root cause of aging. We're understanding these underlying mechanisms that
drive all disease. And by using a whole series of strategies that may include lifestyle,
medications, gene therapies, gene editing, we're going to be able to kind of
program us to be younger. We'll be able to actually avoid those diseases in the first place.
But you're also talking about how, and if we get them, we'll be able to sort of turn back the clock.
We're also talking about if people have already, you know, run out the clock and have burnt out
their organs and burnt out their joints, that we're going to be able to print new ones, create
new parts in ways that we haven't even been able to imagine before. And that, and that,
even the 3d printing of organs is another thing you're, I think you're working on, right? Not
just that. But that's, that's much further behind than the pig. The pigs are already in clinical
trials. The 3d printed organs are not fully functional in my, for most of them. Yeah.
So, so the, the transplantation has been done in humans is what you said,
not just animals for the, for the.
That's correct. There's a two that I know of,
two human trials that there weren't really formal clinical trials.
They're just individual humans. One was already on,
on life support brain dead. And the the other one lasted for two months.
So the survival in the preclinical animal trial,
non-human primate trials is 600 days.
In humans, the record, I think.
Well, actually, the record for, not for pigs,
but for chimpanzee to human, which is no longer really ethical.
But back in 1963,
the record was not nine months of survival. Yeah. That's amazing. Um, so how does aging look in like,
you know, five, 10, 20, 50 years? How will this be transformed? How will our approach for medicine?
How will our therapies be different? You know, what's kind of coming down the pike? Yeah, I don't think it's out of the question that we will have one of these
general age-related disease reversal cures out of clinical trials, meaning approved by the FDA
for general use for at least one disease. And if it works for all diseases, it's approved for one, then it's a very simple process to then try it for
other diseases because it's an approved drug. It makes the further clinical trials much easier.
So I wouldn't be surprised if that happens within the next decade.
I think the organ transplants is going to be much more powerful than we even think because it's not just about
dealing with the crisis of donors, absence of donors. It's also we can make enhanced organs.
We couldn't make enhanced organs in humans because it's just not ethical, but we can make them. So
by enhanced, I mean that are resistant to pathogens, resistant to various immune diseases,
possibly tolerant to a series of
other drugs we'd like to produce by changing their immune system, senescence-resistant,
cancer-resistant.
We know how to do all of these in animals, germline, but we can't do germline in humans,
and we can't do human-to-human transfers of engineered organs.
So this is the way to get enhanced.
We could have enhanced all the blood cells,
white and red blood cells could be by getting engineered hematopoietic stem cells,
either from human stem cells or from pigs.
It's like getting a software update.
It's like get the newest version, better version, more powerful, more features.
That's pretty wild.
And in a way, it's a little bit sci-fi because you're not talking about just keeping us
to status quo.
You're talking about actually helping evolution go faster.
It's not classical evolution, which is via your children.
It's more like cultural evolution and technological evolution.
And almost a huge fraction of our technologies are enhancements.
If you think of cars, jets, cell phones, electric, all sorts of electric lights and so on.
These are enhancements relative to our ancestors.
And I think this will be a whole,
this will be the era of biological technologies.
That's pretty exciting.
I hope we stay alive, you and I,
long enough to actually take advantage of it.
And that brings us sort of-
We're already taking advantage of it.
I mean, you probably took the gene therapy vaccine, right?
Yeah, well, I did actually did the J&J one, but yeah, that's what I got at the time. already taking advantage of it i mean you probably took the gene therapy vaccine right uh yeah well
i did actually did the j and j one but yeah that's what i got at the time but but yeah for sure but
i think i think in terms of optimizing our health longevity um it seems like they're sort of like
the low tech which is what really is profoundly effective but it only take us so far maybe to 100
we're talking about these other features of of of longevity research that are going to maybe take us to 200 or maybe actually to what
you call longevity escape velocity. I'd love you to talk about what that means. Is it real? Like
what are the sort of scientific advances around that now? And how close are we? And should we
even be bothered because what's
going to happen when we never die because what makes us human is that we have mortality and
why the gods were so upset in greek mythology is that they never died yeah i i don't think
that mortality necessarily is the defining feature of uh humanity i think it's more about
our ability to reflect on the past, even ancient past,
and to use that to help us plan the future. I think that's really one of, and also caring
for other human beings in a way that goes beyond, you know, normal paternal and fraternal caring. So I don't think that's humanity is at risk here.
Before I talk about escape philosophy, I just comment on the 100. Yes, we can get to 100 if
we live very well and if we're lucky at the genetic lottery. But most people, when they get to a hundred, even the super, you know, even the centenarians,
um, are not very youthful.
Um, honestly, uh, you know, we, we kind of celebrate their hundredth birthday, but, you
know, they're usually, you know, sitting down and not running around the room like a kid
would, uh, they're not, uh, you know, they're not doing backflips and, and, uh, you know, black
diamond skiing, uh, usually, uh, there may be a few exceptions, but, but we want to have
the average hundred year old be very youthful.
Um, so there's no doubt in their minds that, that they feel the way they did when they
were 25.
So in a way, to some extent, that's more important medium-term goal than the escape
philosophy.
Now, escape philosophy will probably follow from that.
If you can get a 100-year-old to behave like a 25-year-old, you probably solve the problem.
It doesn't mean you will live forever.
I mean, there's still, you know, the sun's going to explode, you know, or turn into red, you know. That's a few billion years down the problem. It doesn't mean you will live forever. I mean, there's still, you know, the sun's going to explode and, you know, or turn into red, you know.
That's a few billion years down the road.
Yeah. I mean, there are all kinds of things. Maybe thousands of years from now,
there'll be an asteroid. But anyway, I think if we get to the point where we can reset
a 60-year-old to 30, then we're probably, when that new 30-year-old becomes 60,
we'll reset it to 30 and we might be there. So that's a good goal. And now then, I mean,
I think you're raising the ethical point of what happens when everybody keeps resetting from 60 to 30 forever. Some people worry about population
explosion. I think there's a subset of us that worry about population implosion. That is to say,
if you look at current demographics, everybody is moving to cities. I mean,
somewhere between 65 and 80% of us are in cities, and it could be 97% soon. And when they move to cities, they change their
goals for procreation from about seven children per family to about 1.2. Now, 1.2 means implosion.
It means population keeps shrinking over long periods of time. um and another source of uh possible population reduction aside from death
is uh immigration so it used to be that that there would be a drain of people from europe
into america now there's gonna be a drain of people from earth to elsewhere um and so we
have to think about those two things the urban urban reduction in fecundity and the fact that there is a big universe
out there that we might be wanting to participate in, if nothing else, to have a backup for
Earth.
Not because we're going to pollute Earth.
Maybe Earth will do just fine, but we want to have a backup that saves us from asteroids
and solar panels and all the rest.
Yeah.
Well,
that's a,
I mean,
I don't know if I want to live on Mars.
You don't have to,
I mean,
because it's like most of the people stayed in Europe.
It was just the crazy brave,
the,
the ones that were,
that had a different religion,
you know,
that those are the ones that went to America or the prisoners, you know,
it doesn't have to be everybody, but the point is it does drain the population.
Yeah. Amazing. Wow. So, so you, I use, I mean, we're like almost a billion,
but we were, you know,
I think we were at 1 billion ish at the turn of the 1900s.
So we've gone up quite a bit. I think we have room to go down.
Probably not be a bad idea.
Well, yeah, we also have room to go up without Probably not be a bad idea. Well, yeah. We also have room to go up without getting off the planet.
I've estimated that we can probably handle $20 billion if we used our farmland differently.
I think we could, right now, a typical human uses, a typical vegan human might use, you
know, nine acres of land. And then if you're really into beef as your sole source of food, it's going to be maybe 10, 20 times that.
So I think it could fit into the size of your house.
You could have a footprint, which one small house is enough to produce all the food you need for a small family.
So clearly, I'm sure agriculture isn't your expertise,
but it sounds like the conversation around protein and aging is an interesting one.
And you're sort of implying something there,
both in terms of planetary health, but also in terms of longevity.
And I know a lot of people in the longevity field are talking about reducing protein, reducing animal protein to actually help keep mTOR quieter and help autophagy and the recycling of proteins and cells and the cleanup crew, so to speak, of our system.
I'd love to hear your perspective on that because I think I have sort of maybe a little bit contrarian view and i'd love to hear what you're thinking about it and chat about it for a minute yeah we may be
having more protein or less protein as we age and what about animal versus non-animal and how does
that implicate itself in all the hallmarks of aging yeah so you i may have a different contrarian
we may both be contrarian slightly different but first the first thing i want to point out is we
it's not a one-size-fits-all
thing. It's not that everybody that ages needs to increase or decrease their protein. It's that
some people are born or become allergic to certain kinds of foods as they grow up. So,
there are people that are extremely sensitive to lactose. There are people who are very sensitive to fructose and other diabetogenic, more so than the average.
MODY is a highly predictable genetic predisposition to diabetes. And the list goes on.
There are people that are actually allergic to animal proteins. They can't handle the sugars that are on the surface of non-human animals.
And the list goes on. So you need to be aware of your genetics.
A lot of us are very self-righteous that we're healthy because we eat well and we exercise, but we also won the genetic lottery.
And so we need to be very cautious about all the other people around us who can't get the same thing.
So that's one thing.
I think that animals are very problematic for a lot of people because they increase cholesterol.
And that alone is a problem.
But in addition, they have planetary problems like use of antibiotics. I mean, that could be regulated, but it isn't as well as it should be. Use of fertilizer runoff, water, zoonotic diseases. I think we're pretty sick or pretty tired of zoonotic diseases
right now. I think we've had our fill since COVID was one. It wasn't necessarily due to farming,
though, but it illustrates the point is a lot of our influenza comes from domesticated animals. In fact,
an alarming statistic is that 96% of mammals on the entire planet, not just in the industrialized
nations, 96% of mammals are either us or our domesticated mammals, 96%. And that could change
in a snap because there are plenty of people who survive their entire lifetime on a vegan diet.
There's all kinds of great recipes that are as good or better than anything you normally eat from animals.
So that would shrink the land usage, water, fertilizer, zoonotic diseases.
And for the subset of people who have a cholesterol problem, I'm not saying this is everybody.
Again, personalized food. You're talking about conventional feedlot animal agriculture, not regenerative agriculture, right?
Yeah, I'm talking about whatever agriculture works for vegans,
there are a variety of ways of doing it that are healthy,
and you need to monitor them.
You need to make sure that they don't have infectious diseases, for example. So there are some infectious diseases that get in through organic farming
as well as non-organic, inorganic. But yeah, I think almost every way you grow animals has a risk
of zoonotic diseases and cholesterol for the subset of people that have a cholesterol problem.
Yeah. I mean, the thing about saturated fat that's in animals mostly is stearic acid,
except for what's in butter and milk but stearic acid in meat is
basically doesn't actually impact your cholesterol levels um so i wasn't talking about stearic acid
i was actually talking about cholesterol right but but stearic acid is the saturated fat i mean
i don't think it raises cholesterol it's actually i agree i agree i i'm not i'm not i got nothing
against stearic acid yeah yeah uh i have something about
cholesterol effect i have a an inherited problem with cholesterol yeah that killed my father so
and there are people that have even more severe cholesterol problems than i do called hyper
hypertrophic hypercholesterolemia so that's that's what i'm talking about the cholesterol
molecule which looks very different from fatty acids.
It's not a fatty acid at all.
For sure.
It is a fat, though.
Yeah, for sure.
Yeah, I have an inherited cholesterol problem, too.
It's based on absorption.
I'm kind of a hyperabsorber.
So I had a lot of heart disease in my family.
But, you know, I would imagine that, you know, 500 years ago, there wasn't any heart disease in my family.
You know, like, it was, I mean, you read the reports from William Alster
and Johns Hopkins. heart disease in my family. You know, like there was, it was, I mean, you read the reports from William Alstom. Probably 500 years ago, you had a similar situation to what poor people have in
the world today, which is they don't have the luxury of eating so much meat. And so the salt,
the solution to the cholesterol problem was poverty. I don't think that's a problem. I think
if anything, we should be trying to
eliminate poverty and uh yeah anyway so what about protein aging specifically because you know from
my understanding that sarcopenia which is loss of muscle hugely contributes to all the disease
of aging and drives inflammation hormonal dysregulation lipid dyslipidemia insulin resistance
just creates a whole cascade of problems uh low growth hormone, high cortisol. And that's really driven by inadequate muscle building or
synthesis, which partly comes from exercise, but the quality of the protein really matters.
And if you look at the data, it really matters to have higher leucine levels in protein in order to
activate protein synthesis because it's a rate limiting step. So if you have plant protein as
you get older, even the studies that show that animal protein may be harmful when you're younger shows that it's better when you're older to build muscle.
So how do you thread that needle? Let's assume we could, you know, figure out a way to gather,
have, you know, sell meat, or we can have regenerative agriculture, which is a different
profile and so forth. It may not have the same impact, maybe actually reduce climate destruction
and may have better fatty
acid profiles and better phytochemicals. Let's just say for that argument, we could actually
eat animal protein as we get older. What's the science from your perspective on how to manage
this mTOR problem? Because too much stimulation of mTOR with extra amino acids or sugars causes
sort of an overproduction of proteins and inflammation and
a lot of downstream consequence of aging and not silencing it will lead to lack of autophagy or
cleanup and which is so critical to the longevity process. So, how do you kind of thread that needle?
I think people are really interested in hearing a debate about this.
Dr. So, I've studied amino acid metabolism in plants and animals. In fact, I was a guinea pig in a study at MIT on a leucine-deficient diet, a model for
QuasiCorp.
Probably not a smart idea, but I was a teenager at the time.
But anyway, so that's why I have brain problems.
I'm just kidding.
I think you're doing all right.
Anyway, I think that from my study of plant literature on plant amino acids,
they can't, with the right diet, they can be more or less identical to the amino acid composition of a meat-based diet.
So there's no fundamental problem with making a vegan equivalent in terms of amino acid
composition.
And how would you do that other than adding extra leucine to the proteins or having...
There are plenty of plants that are leucine rich.
It's also plant parts.
So it's not like you have to eat the whole plant.
There are particular seeds that have more leucine than other seeds.
The seed storage proteins vary tremendously from plant to plant.
So if you want, I can send you some links to specific sources of leucine from plants.
But it's not just about leucine.
The point is you can perfectly mimic the profile if that were a map.
Now, I think that most Americans get an excess of proteins, and so they pick and choose what they need.
And so it's as long as you're above the minimum.
But ratios do matter.
I don't want to diminish that.
But broadly speaking, we have a good diet.
And I think that no matter how you grow the animal protein,
you still have the problem of cholesterol and zoonotic diseases.
That just –
But, I mean, for example, for you –
You can solve all the other earth problems,
but you have those two human medical problems.
But,
but in terms of the,
the,
like,
should we be eating more protein as we get older?
Do we need,
you know,
like,
do we need it to maintain our muscle mass?
How does that play?
I think,
I think that varies from person to person.
Some people never get sarcopenia,
um,
that,
and,
uh,
other people,
um,
you know, have genetic problems with too high a protein.
Some people can deal with the Atkins diet.
Other people get ketogenic.
So it has to be crafted.
But I think to a first approximation, a modest increase in protein is achievable with a vegan diet.
Yeah, amazing.
Okay.
So that's fascinating.
I want to just sort of close with one of your amazing projects called Colossal Bioscience,
which is a company that's trying to bring back, since the woolly mammoth through editing the genes of an Asian elephant.
And you talked about it being both of scientific value, but also that it might even help us save the planet.
So can you talk about that project and what you're finding and where we're at with it?
Because it sounds kind of wild, a little bit of a distraction from your normal work.
I'll try to connect the dots to some of the other things.
I mean, we've been talking about reversal of age-related diseases.
This is kind of reversal of ecosystem damage.
Most of that, I think this is a different way of thinking about the ecosystem,
is we don't have to point our finger and say,
oh, you're responsible because you have a smokestack,
or you're responsible because you're driving an SUV. It's really 15,000 years ago,
some of our ancestors were responsible because they killed off almost all of the big herbivores
in the Arctic. And you say, well, what's the big deal about the Arctic? Well, the Arctic is a
unique ecosystem that sequesters carbon. We talk about carbon sequestration, but it does it
naturally. Each year, you get a whole layer of grass and all the grassroots below it that freezes solid, and then dust and feces are on top of that,
and another layer of grass grows, and it freezes and so forth. And so, the thickness of the soil
in the Arctic can be 500 meters thick, while the average thickness in most forests is more like
one meter.
And so it's much, much thicker because in a regular, let's say, tropical forest, you're like constantly turning over that carbon into carbon dioxide. And so it never gets very
thick. But that's the good news. The bad news is all of that is at risk now because if it melts,
it's all going to decompose into either carbon dioxide or more likely methane.
Because carbon dioxide requires access to oxygen.
And most of it's going to decompose anaerobically without oxygen.
And so methane is 80 times worse than carbon dioxide in terms of climate change.
So anyway, we want to restore the herbivores.
But the herbivores can't make it because, most of them, because they can't penetrate the forests, the trees.
And so elephants are one of the few herbivores that can knock down trees,
and they love knocking down trees.
You can look on the internet, you can get dozens of nice short videos of them knocking down trees.
So anyway, that would restore the grasslands.
You still have trees interspersed, but plenty of grassland for the herbivores to restore.
And this experiment's been done.
The ecosystem experiment has been started by our collaborators at Pleistocene Park. And we hope to have additional herbivore stations in Canada
and Alaska as well. And then as those herbivore stations are growing up where we have to,
then we'll supplement them with cold resistant elephants. And so the same tools that we talked
about earlier for engineering pigs at 42 loci, 42 genetic positions. We'll use
that to make a similar number of changes in the elephants. Because basically they make like 50
pounds of poop every day. So that helps fertilize it and grow new soils. Yep. Yeah. Well, I mean,
yes, it's not the major thing that they will do, but the major thing that we'll do is convert
some of the trees back to grasslands. And we're going to focus on the parts of the Arctic that have the most carbon already,
because we want to keep that soil cold, frozen year-round, or at least once a year.
And when I was last in Siberia, it was actually the first year in recorded history
that the summer melt did not refreeze.
So the top layer did, but there was a layer in the middle that didn't refreeze.
So that's an ominous milestone.
How close are we to having your gene-edited elephants up in the Arctic
and new woolly mammoths?
So, you know, it's a similar timeline for how close we are to clinical trials
for the pigs.
Well, the pigs are already in clinical and preclinical trials.
Elephants are probably the first calf is probably six years away.
That's at least the goal.
And that includes a 22-month gestation period.
So this is the longest gestation period of any mammal that I know of. And so that's, but another four years for working out ways of
scaling up the gestation outside of the elephant body, starting with other mammal gestation.
That's really incredible. Well, why don't we wrap up by you kind of giving us, you know, what is your top things to do for in looking at extending your health span and your lifespan? So you both live
long and healthy. And what are the things that we now know that we should be implementing? I mean,
is it rapamycin, metformin, NMN? Is it, I mean, obviously the lifestyle stuff, but what are you
kind of seeing as the most promising advances right now? Well, I think most of them, kind of how we started is people know, and it's just a matter of whether
they are willing to do it or not. So it's getting a lot of exercise, having loving relationships with
friends and family, eating well. I would say a vegan diet, but it can be whatever works for you.
And above all, knowing yourself, knowing how you're different from other people.
Just don't assume that if you have the diet book that tells you how everybody should have the same diet.
I would take those with a grain of salt and I would learn your genome,
get your genome sequenced. There might be something lurking in there that could affect you or your kids. What does it hurt to learn a little bit? Maybe you get one of your friends, it's a little
geekier to explain it to you the way you explain your computer. But the point is, it's not that
hard. And physicians are getting better and better at understanding how each person is
different. There's revolution in personalized and precision medicine. Tune into that. That's
probably the best thing you can do for yourself. Assuming you're already following all the other
ordinary things you can do for yourself. And how about you? Are you taking supplements?
Are you taking NMN? Are you taking metformin, rapamycin? I think that I... You don't have to answer that, but you can.
I'm happy to answer it, but I think it's important to say it's not important.
It doesn't matter what I'm doing. I'm part of... I'm a guinea pig, right? So,
I'm taking things that aren't necessarily recommended for other people. I've been a guinea pig ever since I was a kid.
Both of my parents did experiments on me.
Not all of them were approved by IRB.
What's the new dramatic?
And I'm the main guinea pig in my lab for ethical reasons that you don't want to do.
You don't want to perceive to be coercing employees, right? So,
so they do experiments on me. That's fine. Uh, or on my cells more frequently anyway. So
I don't recommend any particular, um, thing other than the dietary things that we've talked about
before. Um, uh, I think that there, partly because this whack-a-mole
thing we talked about is most of these supplements just address one or two of the nine or 10 hallmarks
of aging. You really have to get all of them to have an impact. And most of them are kind of,
frankly, wishful thinking that the hope is there's a fountain of youth, something you can drink, something you can
eat or not eat. And I think that's limited, except in cases where people have a particular
genetic problem that they needed to fix. So if you avoid phenylalanine in your phenylketonuric,
that's a good combination to be aware of. That's a particular dietary thing.
Diabetic or pre-diabetics should be very cautious about foods that cause glucose spikes.
And there's a whole science that you have to understand if you're pre-diabetic.
You can't just blindly follow some cookbook.
For sure.
Anyway.
So that sidestepped the question of what are you doing?
I'm doing some experimental stuff that I would not want to even mention the
names.
Oh, I got it. Okay.
So it's not that I'm dodging the, it's not that it's a person,
it's invasion of my privacy. It's just that people have a tendency to,
to, yeah, to, to take it as a, you know, I recommend a healthy vegan diet. That's what I recommend.
So next time, if I see you and you're, you have black hair and I look 20 years younger,
I'm going to go, what are you doing? First, you'll see the black roots.
It's the opposite, right? But, you know, hair is pretty easy. I mean, you could easily restore melanocytes
just like you could dye your hair. I mean, it doesn't necessarily mean you fixed aging.
For sure. For sure. Well, I love this conversation.
If you have fixed aging, it is quite possible that you will get restoration of melanocytes
that are missing. Well, this is quite an exciting conversation. We talked about how we reprogram
our genes to a younger you, how we can do gene therapies to solve both inherited diseases and optimize and upgrade our biology, about how we can
sort of recover lost species and improve the ecosystem of the planet. And, you know, some of
the interesting sort of nuances around aging. I think we're really kind of at the infancy,
it feels like, of what we're about to be doing very soon. And we're in this exponential phase of research
that, you know, I think hopefully in our lifetime, we'll yield some benefits for both of us. And
we've been working on this for a long time, but if not, it's certainly for our children
and their children. Well, thank you so much for what you do, Dr. Church, and for keeping
your mind curious and helping us learn about how to live healthier and longer.
So I appreciate what you do very much.
And I think the world is grateful for you.
Thank you.
I greatly enjoyed this conversation.
I hope other people do as well.
Yeah, well, thank you. If you love this podcast,
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I hope you enjoyed this week's episode.
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