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Hello, my name is Angelika Amon, I'm a professor in the
Biology Department at MIT, and I'm also an
Investigator of the Howard Hughes Medical Institute.
In the second part of my talk, I will tell you about our
work in trying to understand what the consequences of
aneuploidy are on organismal and cell physiology. In
the first part of that talk, I defined the terms for you, I
gave you a historical overview of the study of
aneuploidy, and I ended with what the big questions
are in the field, especially how aneuploidy relates to
cancer. And so this part now, having set up this
question how can it be that aneuploidy at the
organismal level is highly detrimental, but at the cellular
level it is also associated with a disease that's
characterized by unrestricted growth, cancer, how we
can merge these two questions. I will start with the
research question that we started about 10 years ago,
asking, well, what are the consequences of aneuploidy
on cell physiology. So this is basically the second part
of this three-part series. How can we understand how
aneuploidy impacts cellular fitness? And again, like the
first part of my talk, I subdivided this research
presentation into three parts. I will first explain to you
what kind of model systems and cellular systems we've
established and developed over the years to study the
effect of aneuploidy on cell physiology. I will then tell
you that basically aneuploidy causes two sets of broad
phenotypes. One which I will call a gene-specific
phenotype, where changing the dosage of one
particular gene will cause a particular phenotype, and I
will give you examples for this. And then the main part
of my talk will deal with this more surprising discovery
that we made in the lab, that sort of suggests that in
addition to these gene-specific effects, there are
general effects of aneuploidy, where changing the
dosage of many genes simultaneously will actually
impose a very significant burden on various cellular
housekeeping functions, and therefore will lead to what
we call an aneuploidy stress response. So let me start
out by telling you about the model systems that we
have developed over the years to study the effects of
aneuploidy. So we have generally used two broad
systems, one we define as the low-complexity
aneuploidies, and what we mean by that is these are
usually cells, yeast cells or mammalian cells, that carry
one or two additional chromosomes. In our study of
aneuploidy, we initially started with budding yeast, and
we created yeast strains that carry one particular
chromosome in two copies instead of one copy, and we
created a series of 20 different strains that carry 20
different additional chromosomes. So this slide here
shows you how we know that this particular yeast
strain has an additional copy of a particular
chromosome. So what you see here, each box
presents a particular karyotype of a particular yeast
strain. And what we're showing here is we're showing
the DNA content of each of the chromosomes, and
we're ordering the chromosomes according to their
numbers. The left arm of chromosome 1 is at the left
end of the box, the right arm of the chromosome 16
(budding yeast has 16 chromosomes) is the right end of
the box. And you see there's the same amount of DNA
for all of them, except for this particular stretch here
shown in red. This, turns out, is present in two copies
instead of one. And as you can see here, this
corresponds to the entire chromosome 8. And so we
now know from this DNA content analysis that this
particular yeast strain has two copies of chromosome
8. And as you can see here, we generated many
different strains with all sorts of different aneuploidies,
and we began to study them. After we began to study
the aneuploidies in budding yeast, and we actually
identified a number of phenotypes that were shared
among all these different budding yeast strains, we
then were also curious to ask, these shared
phenotypes that we see in yeast, do they exist also in
other systems? And we were especially interested in
whether they exist in mammalian cells. So we used
some old genetic tricks to generate mouse embryos
that instead of being euploid, they had one particular
chromosome extra. So in the mouse, unlike in humans,
all trisomies are lethal, but we can isolate embryos from
pregnant mothers that have a particular trisomy. So
initially we made four of them: trisomy 1, trisomy 13,
trisomy 19, and trisomy 16. So we isolate these
embryos, we then dissociate these embryos, make cell
lines from them, we're making mouse embryonic
fibroblasts from them, and then we can study them. So
these are the two systems that we use to study what
we call "constitutional, low-grade aneuploidies." We
also have a way of generating more complex and
heterogeneous aneuploidies. And here we take
advantage of mutations that increase the frequency
with which chromosomes are missegregated. For
example, in budding yeast, we can use mutations that
induce chromosome nondisjunction, or chromosome
missegregation, both during mitosis and meiosis. We
can also make triploid yeast strains by various tricks,
sporulate them, and the progeny of these triplet
meioses are highly aneuploid yeast strains. And as I
said in both the mouse and humans, we just use
mutation. Down below here you see an example of
what we, for example, do in mammalian cells. So this is
a mammalian cell that's about to undergo chromosome
segregation, and we actually treat it with a drug that
inhibits a protein that's critically important for faithful
chromosome segregation. So we give the cells the
drug, and as a result, this protein is inactive. And now,
the cells will missegregate its chromosomes and will
result in aneuploid cells. So, the advantage of these
sort of random, high-complexity aneuploidies that we
induce with various mutations or chemicals, is that
these chromosomal aneuploidies are very similar to the
kinds of aneuploidies that we see in cancer. And from
that perspective, they're very interesting. However,
these types of aneuploidies are very unstable, they're
a moving target, so they're very difficult to study. So
what we usually do is we usually conduct our initial
studies and the discovery process in the low-complexity
aneuploidies that I told you about before, these
disomic yeast strains and these trisomic mouse
embryonic fibroblasts. And when we discover a
phenotype that we're particularly interested in, where
we want to know whether there are general
phenotypes, we then ask, do these phenotypes that
we see in these low-grade aneuploidies also occur in
these various aneuploidies when we induce massive
chromosome missegregation? And to our great delight
and satisfaction, so far this has always been the case.
If we discover a general phenotype among the various
low-grade, constitutional aneuploids (the disomic yeast
strains, the trisomic MEFs), we also usually see them in
these high-grade, random aneuploidies. So, having
introduced to you the model system that we use to
study the effects of aneuploidy on cells, let me now
move on and sort of very briefly highlight for you the
sort of gene-specific effects. The fact that aneuploidy
duplication of particular genes can lead to a particular
phenotype has been known for a very long time. And
I'm showing you here one example from the work of
Judith Berman's lab, where she was actually studying a
pathogenic fungus called Candida albicans. Candida
albicans is a fungus that can become pathogenic to
humans, especially immunocompromised humans. And
so if you are immunocompromised and you become
afflicted with this yeast infection, what doctors usually
do is they start giving you an antifungal drug called
fluconazole. Unfortunately, when you are treated for
long periods of time with that drug, the fungus
eventually develops resistance, so it will no longer be
responsive to the drug. And Judith Berman's lab
showed here is that when you duplicate a part of
chromosome 5, that can lead to fluconazole resistance.
And she actually then figured out which gene in that
particular region was responsible, so a specific gene on
this part of chromosome 5 can provide a new trait, it
can provide resistance to a particular drug. Down here
you see an example from our lab, where we asked,
being disomic for a particular chromosome, can that
confer a new trait? What we're looking at here is we're
looking at benomyl resistance. Benomyl is actually a
microtubule depolymerizing drug, it sort of
depolymerizes microtubules, it kills all cells basically.
And what Eduardo Torres, a postdoctoral fellow in the
lab, observed: that this particular strain here, you can
see this is a yeast strain that has an extra copy of
chromosome 16, it is actually able to grow much better
in the presence of the drug, than the wild-type euploid
cells. So it acquired the ability to grow better in the
presence of high concentrations of benomyl. So it is
quite clear that gene-specific effects exist, that
duplicating particular genes on a particular chromosome
can confer either a drug resistance or some other new
trait. So, there's many more examples for this, I
actually mentioned one in the first part of my talk: APP
duplication in early onset Alzheimer's and Down
syndrome; and this list goes on and on and on. What to
us was much more interesting is that our basic studies
of these aneuploid yeast strains revealed that, in
addition to these gene-specific effects, there were
very general effects. And those are sort of listed here.
What we find is that aneuploidy causes proteotoxic
stress. Now I'm going to tell you in a minute what this is
all about, and what proteotoxic stress means. We
found that aneuploidy causes a transcriptional
response. And then aneuploidy also causes a delay in
G1. And so we basically, since these are all signs of a
stress response -- you will see very quickly where
these stresses are coming from, I'm going to explain
this to you -- we sort of generally refer to this as the
"aneuploidy stress response." Okay? So what I'm going
go do next is I'm actually going to show you the data
that led us to the conclusion that aneuploidy causes
proteotoxic stress, and I'm going to show you the data
that led us to the conclusion that there's a stress
response. I'm not going to show you the data for that,
I'm just going to mention to you that in addition to all
these other phenotypes, cell proliferation is impaired in
these aneuploid cells, it causes a G1 delay. So, let me
tell you how we initially developed the hypothesis that
budding yeast strains are under proteotoxic stress. So
what is proteotoxic stress? Proteotoxic stress is a
condition where, when the proteins in the cell are
misfolded or they're not working right, that's obviously
bad news for the cells. And the cells try to fix it. And
usually what it does is it sort of activates chaperones
and ubiquitin-dependent protein degradation to sort of
eliminate these unfolded and malfunctioning proteins,
and sort of making new, better ones, okay? And so we
initially realized that there perhaps was proteotoxic
stress in these aneuploid cells because compromising
proteasome function, either by chemical or genetic
means, was more detrimental in the aneuploid cells
than in the euploid cells, so lowering the proteasome
function really affected these aneuploid cells in a
substantial manner. And the other thing that we
realized early on was that the aneuploid yeast strains,
all of them, were sensitive to a protein synthesis
inhibitor called cycloheximide, and they were also
sensitive to temperature, high temperature. High
temperature is known to unfold proteins, causes a lot
of stress for the cells, and so raising the temperature in
these particular disomic strains had actually quite
detrimental effects, okay? And so these types of
results led us to hypothesize that the protein quality
control systems of the cells are either not functioning
right, or they are overburdened, okay, and therefore
can't catch up with proteotoxic stress. So to address
this question in more detail, we actually wanted to look
at markers for proteotoxicity, and I'm showing you one
marker here. We're looking here at a chaperone, a
disaggregase known as Hsp104, and it's fused to GFP,
and normally, this protein is sort of diffusely present
throughout the yeast cells. But when aggregates are
forming in these yeast cells, the disaggregase, the
chaperone, will go to these places and you will start
seeing these foci accumulating in yeast strains. And
here's an extreme case where the cell is actually heat-
shocked at 37°, which causes a lot the proteins to
unfold and aggregate, and see, now these cells have a
large number of these Hsp104 foci. And what we found
that was very exciting is that every single disomic
yeast strain (so here's a wild type, this is the
percentage of normal wild-type cells that harbor
Hsp104 aggregates... and here are all the disomic
yeast strains), and every single one of them has a
higher percentage of cells that harbor these Hsp104
aggregates, indicating that endogenous proteins in
these disomic yeast strains tend to aggregate. We also
looked at another marker for proteotoxic stress, this is
a reference protein called VHL. VHL is actually a human
protein that, when you express it in yeast, it doesn't
fold right, and it's actually very quickly degraded by the
ubiquitin-proteasome system. But if the ubiquitin-
proteasome system and some other chaperones are
either not working right or overburdened, what will
happen is that VHL will start accumulating in the cells,
and again it will start forming aggregates. And so again
you can see, whereas wild type only a small
percentage of cells has VHL aggregates, you can see
that all the disomes have much higher levels of
aggregates, indicating that indeed the protein quality
control systems in the cells are compromised. This is not
just a unique feature of these constitutional, low-grade
aneuploidies, these disomic yeast strains that we
constructed. We also see protein aggregates in these
random, high-grade aneuploids that we create when
we make progeny of a triploid strain, that will create
highly aneuploid progeny. So we're looking at Hsp104
here. This is sort of the distribution that you get in
euploid cells. Upon sporulation, this is the distribution
that you get in these highly aneuploid cells, and the
same is true for VHL. And then finally we're very
interested in addressing the question of how quickly do
these protein aggregates start accumulating upon
chromosome missegregation, upon generating
aneuploidy. And so to address this question, we took
advantage of two mutants that missegregate
chromosomes at a high frequency. For the purpose of
my talk, it doesn't really matter what ndc10 is and what
ipl1 is. The only thing you need to know is that these
are temperature-sensitive mutants, and when these
strains are grown at the intermediate temperature,
they will missegregate chromosomes at a very high
frequency. So we take these cells, we arrest them in
G1, and then we'll send them through the cell cycle,
and then ask two hours later, after they've
missegregated their chromosomes, have they started
to accumulate these aggregates? And the answer here
is very clearly yes, it's elevated in ndc10 mutants, it's
elevated in ipl1 mutants, compared to the euploid
control. The gray bars here are an important control.
What we did here is we actually prevented these cells
from undergoing mitosis, so we prevented these cells
from missegregating their chromosomes by basically
depolymerizing their microtubule cytoskeleton. So even
though they want to segregate, they can't because
they don't have any microtubules. And you can see
under those conditions, we do not see an increase in
aggregate formation. So from these experiments we
concluded that aneuploidy causes proteotoxic stress, it
causes protein aggregation, and that occurs very
quickly, very soon after chromosome missegregation.
We then also asked: Hsp104, this disaggregase that's
very important for cells, does the amount of
disaggregase that you make, is that actually correlated
with the degree of aneuploidy that occurs in the cells?
And so what I'm showing you here is I'm showing you
the amount of expression of Hsp104 on the y-axis,
with respect to what the percentage of aneuploidy in a
particular strain. And as you can see, this actually
tracks very nicely, again indicating that there is a very
general response to the aneuploid state that's
proportional to the amount of disaggregating protein.
So in yeast cells this suggests very clearly that there's
proteotoxic stress in these strains. Do we have
evidence that this proteotoxic stress also exists in
mammalian cells? The answer is yes here. I'm not going
to show you the data, but instead I'm just going to
summarize the data for you. Here, I'm showing you
that aneuploid mouse cells are sensitive to drugs that
cause proteotoxic stress, they're sensitive to this drug
called autophagy inhibitor chloroquine. We actually find
that the basal levels of autophagy (that's a protein
quality control pathway that clears protein aggregates
from cells) are increased in trisomic mouse embryonic
fibroblasts. When we inhibit chaperones by drugs, in
this case 17-AAG inhibits the chaperone Hsp90, again
then trisomic mouse embryonic fibroblasts are more
sensitive to this than euploid cells. And then very
interestingly, the downregulation of a subset of
protein-folding factors is actually delayed upon
transient heat shock, indicating that the protein quality
control pathways in these cells are either not working
right or they're again overloaded. There's one piece of
data that I want to show you that, like in budding
yeast, this proteotoxic stress is seen very quickly upon
the creation of aneuploid cells. This is the system that I
showed you before, where we take a dividing
mammalian cell, we treat it with a drug that induces
chromosome missegregation, that leads to the
formation of aneuploid cells. And here on the bottom,
we're looking at a marker for autophagy. I told you
autophagy is this protein elimination system that gets
rid of aggregated proteins and misfolded proteins. And
as you can see, in the drug-treated cells shown in red,
these autophagy markers are dramatically increased,
compared to in green, the control cells. So a key
question that arises from these findings is, where is this
proteotoxic stress coming from? Obviously, a very
simple hypothesis is there are additional chromosomes
in these cells, these chromosomes make RNAs and
proteins, and perhaps these proteins then change the
proteome in the cell, and therefore lead to changes in
protein homeostasis and increased aggregation. That's
clearly the simplest hypothesis, and the hypothesis
that we favored. However, before we test this
hypothesis, we actually needed to ask a much more
basic question, which is: Are these additional
chromosomes actually active? Do they actually make
RNAs and proteins? And this experiment here shows
you that this is indeed the case. I'm showing you here
a strain again, I'm showing you the DNA content, the
RNA content, and the protein content, of a yeast
strain that carries an extra copy of chromosome 5.
Remember, this is sort of the stretch of the DNA that's
present in two copies. And you can see very clearly,
there's a transcriptional response. You see there's
much more biological noise here that we actually
understand where this is coming from, but what I want
you to draw from this picture here is that, generally
speaking, the amount of RNA is made according to
gene copy number. And about 80% of the proteins are
also produced according to gene copy number. So we
now understand that these additional chromosomes are
indeed active. So now can we acquire evidence to
indicate that it is actually the fact that these additional
chromosomes are active that caused the problems?
And I'm not showing you the data here, I'm just
summarizing the pieces of data here that are actually
both the most telling (we've done many more
experiments, but these I think are the most critical
data). First of all, in yeast, we have the ability of
introducing human DNA or mouse DNA into these cells,
and because the splicing machinery is so fundamentally
different between yeast and mouse (and humans),
these pieces of DNA, they're called "yeast artificial
chromosomes," will make few if any gene products. And
so one can now ask... we can stick a chromosome's
worth of human or mouse DNA into these yeast cells,
and ask, well, what's the phenotype of that? And the
fact is that all these phenotypes that we see in the
aneuploid strains that have extra yeast DNA are not
seen in the strains that have extra mouse and extra
human DNA. The perhaps most telling experiment that
we did that it's actually the fact that these additional
chromosomes are active is what's critical here, is the
observation that ploidy "buffers." What do I mean by
that? What we routinely observe is that a haploid strain
that carries an extra copy of a chromosome has much
more severe phenotypes than a diploid strain that
carries an extra copy of a particular chromosome.
What that result actually tells you is that what the cells
care about here is relative ratios. That is, if you
double, in the case of a haploid, the gene products by
adding an extra copy, that's significantly more worse
than if you just add an extra third, in the case of a
diploid, where you add an extra copy. Okay? So from
these, and many more, experiments that I don't have
time to tell you about is, this is our current working
hypothesis. We believe that aneuploidy leads to excess
protein production. And what we propose is that this
causes, of course among other deleterious outcomes,
proteotoxic stress, because overproduction of certain
proteins saturates the protein quality control pathways
of the cell. And so the question is, how can you
saturate the protein quality control pathway of the
cells? There's several possibilities. Of course, there's
some proteins that are now made in excess in these
aneuploid cells because you doubled their gene copy
number, that are obligatory chaperone clients, or that
obligatorily require some protein quality control for their
function: protein kinases, WD40-repeat proteins,
tubulin, actin, and so forth, many proteins. So that
could cause an additional burden on the protein quality
control pathways of the cell. And secondly, what we
really believe is at the heart of the aneuploidy problem
is protein stoichiometry imbalances. And I want to
illustrate this here with this particular slide. I want you
to visualize a protein complex that's made out of
protein A and made out of protein B, and they need to
function together. So generally speaking, it's very
difficult for a cell make exactly the same amount of
protein A and protein B. And so the way the cell solves
this problem is, they make approximately the same
amount of each, and then they neutralize excess
subunits, for example "A" here, by using protein quality
control pathways and sometimes feedback
mechanisms. And there's wonderful examples for this in
the literature: α- and β-tubulin, ribosomal subunits,
histones, and so forth. Now imagine that you're
doubling the gene dosage of hundreds if not thousands
of proteins at the same time, by introducing an extra
copy of a chromosome. All of a sudden, you do not
have 5% excess of protein A, you have a 110%
excess of protein A. And what we propose is that that
causes an increased burden on the protein quality
control pathways of the cells, and it also leads to other
phenotypes that I don't have time to tell you about. It
is there's clearly energy stress, and there's also cell
proliferation defects. And we speculate that these
phenotypes are also caused by protein stoichiometry
imbalances. Where we're going with this project right
now, clearly we are very much interested in
understanding how the protein quality control systems
are impacted, so we're now probing the activities of
individual protein quality control systems in these
various aneuploid strains. So I'm showing you one
example here. We're looking at one chaperone, it's
called Hsp90, and what I'm showing you here's a
biological assay for Hsp90 activity. Doesn't really
matter how the assay works, but if there's a lot of
bands here on this gel, that means that the chaperone
is working well, okay? And I hope you can appreciate
that there's many disomic yeast strains in which the
Hsp90 chaperone is actually not working very well, so
indicating that indeed in some of these aneuploid cells,
there's a profound impact on at least one chaperone
system. We're now going about trying to understand
what the other ones are. So this is what I wanted to
tell you, protein quality control. The second general
phenotype that I wanted to briefly discuss is the
realization that there is a transcriptional response to
the aneuploid state. And we initially discovered this by
simply querying the RNA gene expression profile of all
the disomic yeast strains that we initially created. So
what I'm showing you here is I'm showing you here all
the disomic yeast strains that are sort of listed here.
Each column represents a yeast strain. Each row
represents a gene. And you can see here red- and
green-colored images here. Red means the gene is
downregulated, green means it's upregulated. And you
can see here very clearly all these disomic yeast
strains, there's a cluster of genes that's
downregulated, these are genes associated with growth
(ribosome biogenesis and RNA metabolism). And that
there are some genes that are upregulated, and they
all fall into the category of stress. This signature has
been observed before by David Botstein and
colleagues, and they call it the "environmental stress
response" in yeast, the ESR. And so, a graduate
student in the lab, Jason Sheltzer, was very much
interested in asking whether this environmental stress
response in also seen not just in these disomic yeast
strains that we created, but also seen in all sorts of
other aneuploid organisms. And the first thing he did is
he asked... There's a collection of yeast strains called
the Yeast Knockout Collection, and for reasons that are
not important here, there's among these actually a
large number of strains that are aneuploid, naturally
occurring aneuploidies. And he asked, is this ESR also
seen in this collection of aneuploid yeast strains made
while the Yeast Knockout Collection was made? And
more importantly, does the strength of this
transcriptional response correlate with the amount or
the degree of aneuploidy? And that's shown here.
We're showing here the percent of aneuploid, meaning
the percent of excess gene products present in the
cells, we can calculate this in yeast. And here we're at
the intensity of the stress response, and you can very
clearly see that there's a striking correlation. What was
very exciting to us, he not only saw this in budding
yeast, he saw also say that in fission yeast, another
related yeast. And he also saw that in plants, indicating
that at least among fungi and plants, there's a general
transcriptional response. He was also curious to see
whether the transcriptional signature for aneuploidy
was also observed in mammalian cells. And what he did
here is he used data collected by others that were
basically gene expression arrays of various trisomies in
both mouse and humans, and the question that he
asked here is, if we look at the percent of genes that
are upregulated for example here in trisomy 21, what's
the likelihood that these same genes are upregulated in
other trisomies, too, in this case trisomy 13, 16, and
19, for example? And you can see very clearly that
again there's a correlation. If something is upregulated
in one trisomy, the likelihood of this gene being
upregulated in other trisomies is very high. And these
are all the various data here for trisomies in the mouse,
and down below here for trisomies in humans. And the
question is what kind of genes are upregulated and
downregulated in these mammalian cells? And to our
great satisfaction, we saw that the same types of
categories of genes are upregulated and
downregulated as in fungi and in plants. So for example,
you see that upregulated are genes that are involved
in stress response and inflammatory response. And
genes that are downregulated are genes involved in
cell proliferation and cell growth, DNA replication, and
cell division. So these results to us suggested that
aneuploidy is also detrimental at the cellular level. I
gave you examples for gene-specific effects that
undoubtedly existed, and then I summarized for you
the evidence that led us to conclude that, in addition to
these gene-specific effects, aneuploidy causes a set of
phenotypes that's independent of the identity of the
aneuploidy, and is indicative of cellular stress. And we
generically call this of phenotypes that are shared
among many different aneuploid cells, the "aneuploidy
stress response." And with that, I would like to end this
part of my presentation, giving you some insights into
the kind of questions that we're addressing, to get at
how does aneuploidy affect cells. And now in the third
part of my talk, I will address the questions of how
aneuploidy impacts human diseases. And I will also
address this, to us, very exciting possibility that
aneuploidy could actually be developed as a new
therapeutic. So let me end by acknowledging the
people who've done all this work. On the top row are
the yeast researchers in the lab, Eduardo Torres, a
postdoctoral fellow in the lab, now has his independent
faculty position at UMass Worcester. He actually
developed the aneuploidy system in yeast in the lab
many years ago. The work on the transcriptional
response that I showed you was work by a graduate
student in the lab, Jason Sheltzer. The work on
proteotoxic stress in aneuploids was work done by
another graduate student in the lab, Ana Oromendia. I
want to especially acknowledge Bret Williams. He was a
postdoctoral fellow in the lab who actually was brave
enough to start studying mouse cells in an entirely
yeast lab, and so he really set up the mouse
aneuploidy system in the lab. Stefano Santaguida,
another postdoc in the lab, characterized the effects of
aneuploidy on autophagy. And Yun-Chi Tang did some
of the work of proteotoxicity in mammalian cells. And of
course, I would like to acknowledge the funding
sources. Without, none of this would have been
possible. We've been generously supported over many
years by NIGMS and also by the Howard Hughes
Medical Institute. And I thank you very much for
listening.