Mushrooming Secret Army

 

We have in these pages talked quite a bit about our ‘secret army’ — the bugs that share our body to the extent that bacteria outnumber us on a cell-to-cell basis by at least three to one. As we noted in Secret Army: More Manoeuvres Revealed, bacteria are just one part of what is collectively called the microbiota’ but with over 2000 different species and a total gene pool hundreds of times bigger than our own 20,000 or so, they are by far the biggest. And it’s gradually become clear that they are not with us just because our bodies are warm, damp and comfortable but they help us get the most out of our food and they’re important in the working of our immune system.

Bacteria and cancer

Most critically, in the present context, we now know that shifts in proportions of species in the microbiome can influence cancer development and perhaps even the spread of tumour cells around the body.

Small fry

Important though they are, bacteria aren’t the only members of the microbiome — which includes fungi, viruses and various single-celled parasites (protozoa). Today’s story is about fungi, a group of microorganisms familiar to gardeners world-wide, that includes yeasts and molds, as well as the more familiar mushrooms. There’s estimated to be several million species of fungi, although only about 120,000 have been described. Some we can eat, some can kill us and, of course, there’s magic mushrooms.

With all this diversity you might wonder whether any fungi have elbowed their way into us to share the delights of the human body alongside bacterial microbes. Of course they have: most people will have heard of candidiasis — a fungal infection caused by Candida yeasts that belong to the genus Candida. Candida normally finds its niche in places like the mouth (giving the condition called thrush), gut, vagina and on the skin and usually doesn’t give us any trouble. But, truth to tell, we’ve known very little about fungi in us until recently when the power of DNA sequencing has started to be applied to the topic. This has confirmed that we do carry lots of fungi around with us, albeit that they are only a tiny fraction of the microbial community (somewhat less than 0.1%).

New actor in the cancer cast

This fungal force of microbes is known as the mycobiome (as distinct from the microbiome) and, in contrast to bacteria, there is no evidence that it has a role in cancer. Until, that is, the recent publication from New York University School of Medicine by Berk Aykut, George Miller and friends showing that fungi travel from the gut to the pancreas where a particular species can actually give cancer a helping hand. The cancer in question is pancreatic ductal adenocarcinoma (PDA) that has a particularly dismal prognosis.How a fungus can drive cancer. The scheme represents a tumour in the pancreas changing the make up of the adjacent fungal community and how a protein in the blood called mannose binding lectin (MBL) can attach to the outer surface of a fungal cell. When this happens MBL changes shape so it can then stick to another protein (C3) which in turn activates a relay of proteins called the complement cascade. One upshot of this can be to promote tumour growth. From Dambuza and Brown 2019.

How did they do it?

Aykut et al. first used DNA sequencing to look for fungus-specific sequences in the pancreas of humans with PDA and in mouse models of PDA, They’d previously shown that the bacterial load goes up by about 1000-fold in tumours compared with healthy tissue and, lo and behold, they found a similar increase in fungi. Next they tagged strains of fungus with a fluorescent label and showed that the cells could migrate from the gut to the pancreas of mice in under 30 minutes.

They then tracked down a protein called mannose binding lectin (MBL) expression of which is associated with poor survival in human PDA patients. MBL is a ‘serum protein’, meaning that it floats around in blood. This led to the discovery that MBL can bind to the surface of fungal cells and when it does so changes shape to permit activation of a relay of signal proteins called the complement system. This ‘complement cascade’ is part of our immune system, enhancing the capacity of antibodies and phagocytic cells to clear microbes from the circulation.

Jules Bordet was the chap who first showed that something in normal blood plasma could help to kill off bacteria back at the end of the 19th century and, as such, deserves to be better remembered as a famous Belgian.

The complement system is pretty amazing because, whilst it can trigger an immune response against invading pathogens, it can also switch on inflammatory pathways that help cells grow and move around — in other words, give a helping hand to tumours.

Fungible?

I met this word for the first time a few days ago, courtesy of the journalist and author Ann Treneman. You’d think that no piece on fungi would be complete without it but it turns out to have nothing to do with mushrooms: it just means interchangeable or switchable. But hang on! We can squeeze it in by asking a very relevant question: are pancreatic fungi fungible in terms of their capacity to promote cancer? Aykut et al. did just that and the answer was ‘no they’re not.’ One species seems to be particularly abundant in PDA: the genus Malassezia. This was true for both mouse and human tumours and perhaps that shouldn’t surprise us as Malassezia is the most abundant fungal species in mammalian skin, accounting for more than 80% of our skin mycobiome. So it’s Malassezia not other species (e.g., Candida) that has the power to drive cancer.

Spores of the yeast Malassezia

Fungal footnote

In a final exciting experiment Aykut et al. showed that antifungal drugs halted PDA progression in mice and improved the ability of chemotherapy to shrink the tumour. This obviously raises the notion that if we can find ways of shifting the balance of fungal communities or interfering with the link to the complement cascade we might have a completely new line on desperately needed therapies for this disease.

References

Aykut, B. et al., (2019). The fungal mycobiome promotes pancreatic oncogenesis via activation of MBL. Nature 574, 264–267.

Dambuza, I.M. and Brown, G.D. (2019). Fungi accelerate pancreatic cancer. Nature 574, 184-185.

The Power of Flower

 

We know we don’t ‘understand cancer’ — for if we did we would at least be well on the way to preventing the ten million annual deaths from these diseases and perhaps even stymieing their appearance in the first place. But at least, after many years of toil by thousands of curious souls, we might feel brave enough to describe the key steps by which it comes about.

Here goes!

Our genetic material, DNA, carries a code of four different units (bases) that enables cells to make twenty-thousand or so different types of proteins. Collectively these make cells — and hence us — ‘work’. An indicator of protein power is that we grow from single, fertilized cells to adults with 50 trillion cells. That phenomenal expansion involves, of course, cells growing and dividing to make more of themselves — and, along the way, a bit of cell death too. The fact that there are nearly eight billion people on planet earth testifies to the staggering precision with which these proteins act.

Nobody’s perfect

As sports fans will know, the most successful captain in the history of Australian rugby, John Eales, was nicknamed ‘Nobody’ because ‘Nobody’s perfect’. Well, you might care to debate the infallibility of your sporting heroes but when it comes to their molecular machinery, wondrous though it is, perfect it is not.

Evidence: from the teeming eight billion there emerges every year 18 million new cancer cases (that’s about one in every 444). And cancers are, of course, abnormal cell growth: cells growing faster than they should or growing at the wrong time or in the wrong place — any of which means that some of the masterful proteins have suffered a bit of a malfunction, as the computer geeks might say.

How can that happen?

Abnormal protein activity arises from changes in DNA (mutations) that corrupt the normal code to produce proteins of greater or lesser activity or even completely novel proteins.

These mutations may be great or small: changes in just one base or seismic fragmentation of entire chromosomes. But the key upshot is that the cell grows abnormally because regulatory proteins within the cell have altered activity. Mutations can also affect how the cell ‘talks’ to the outside world, that is, the chemical signals it releases to, for example, block immune system killing of cancer cells.

Clear so far?

Mutations can change how cells proliferate, setting them free of normal controls and launching their career as tumour cells and, in addition, they can influence the cell’s environment in favour of unrestricted growth.

The latter tells us that cancer cells cooperate with other types of cell to advance their cause but now comes a remarkable discovery of a hitherto unsuspected type of cellular collaboration. It’s from Esha Madan, Eduardo Moreno and colleagues from Lisbon, Arkansas, St. Louis, Indianapolis, Omaha, Dartmouth College, Zurich and Sapporo who followed up a long-known effect in fruit flies (Drosophila) whereby the cells can self-select for fitness to survive.

Notwithstanding the fact that flies do it, the idea of a kind of ‘cell fitness test’ is novel as far as human cells go — but it shouldn’t really surprise us, not least because our immune system (the adaptive immune system) features much cooperation between different types of cell to bring about the detection and removal of foreign or damaged cells.

Blooming science

So it’s been known for over forty years that Drosophila carries out cell selection based on a ‘fitness fingerprint’ that enables it to prevent developmental errors and to replace old tissues with new. However, it took until 2009 before the critical protein was discovered and, because mutant forms of this protein gave rise to abnormally shaped nerve cells that looked like bunches of flowers, Chi-Kuang Yao and colleagues called the gene flower‘.

Cells can make different versions of flower proteins (by alternative splicing of the gene) the critical ones being termed ‘winner’ and ‘loser’ because when cells carrying winner come into contact with cells bearing loser the latter die and the winners, well, they win by dividing and filling up the space created by the death of losers.

The effect is so dramatic that Madan and colleagues were able to make some stunning movies of the switch in cell populations that occured when they grew human breast cancer cells engineered to express different version of flower tagged with red or green fluorescent labels.

Shift in cell populations caused by two types of flower proteins. 

Above are images at time zero and 24 h later of co-cultures of cells expressing  green and red proteins (losers and winners). From Madan et al. 2019.

Click here to see the movie on the Nature website.

Winner takes almost all

The video shows high-resolution live cell imaging over a 24 hour period compressed into a few seconds. Cells expressing the green protein (hFwe1 (GFP)) were co-cultured with red cells (hFwe2 (RFP)). Greens are losers, reds winners. As the movie progresses you can see the cell population shifting from mainly green to almost entirely red, as the first and last frames (above) show.

How does flower power work?

Flower proteins form channels across the outer membrane of the cell that permit calcium flow, and it was abnormal calcium signalling that caused flowers to bloom in Drosophila nerves. It would be reasonable to assume that changes in calcium levels are behind the effects of flower on cancer cells. Reasonable but wrong, for Madan & Co were able to rule out this explanation. At the moment we’re left with the rather vague idea that flower proteins mediate competitive interactions between cells and these determine whether cells thrive and proliferate or wither and die.

Does this really happen in human cancers?

Madan and colleagues looked at malignant and benign human tumours and found that there was more ‘winner’ flower protein in the former than the latter and that ‘loser’ levels were higher in normal cells next to a tumour than further away. Both consistent with the notion that tumour cells express winner and this induces loser in nearby normal cells leading to their death. What’s more they reproduced this effect in mice by transplanting human breast cancer cells expressing winner.

So there we are! After all this time a variant on how cancer cells can manipulate their surroundings to promote the development of tumours. Remarkable though this finding is, in a way that is familiar it’s just the beginning of this story. We don’t know how flower proteins work in giving cancers a helping hand and we don’t know how effective they are. Until we answer those questions it would be premature to try to come up with therapies to block their effect.

But it is a moment to sit back and reflect on the astonishing complexity of living organisms and their continuing capacity to surprise.

Reference

Madan, E. et al. (2019). Flower isoforms promote competitive growth in cancer. Nature 572, 260-264.

Yao, C-K., et al., (2009). A synaptic vesicle-associated Ca2+ channel promotes endocytosis and couples exocytosis to endocytosis. Cell 138, 947–960.

What’s New in Breast Cancers?

 

One of the best-known things about cancer is that it’s good to catch it early. By that, of course, we don’t mean that you should make an effort to get cancer when you’re young but that, if it does arise it’s a good idea to find out before the initial growth has spread to other places in the body. That’s because surgery and drug treatments are very effective at dealing with ‘primary’ tumours — so much so that over 90% of cancer deaths are caused by cells wandering away from primaries to form secondary growths — a process called metastasis — that are very difficult to treat.

The importance of tumour spreading is shown by the figures for 5-year survival rates. Overall in the USA it’s 90% but this figure falls to below 30% for cancers that have metastasized (e.g., to the lungs, liver or bones). For breast cancer the 5-year survival rate is 99% if it is first detected only in the breast (most cases (62%) are diagnosed at this stage). If it’s spread to blood and lymph vessels in the breast the 5-year survival rate is 85%, dropping to 27% if it’s reached distant parts of the body.

What’s the cause of the problem?

The other thing most people know about cancers is that they’re caused by damage to our genetic material — DNA — that is, by mutations. This raises the obvious notion that secondary tumours might be difficult to deal with because they have accumulated extra mutations compared with those in primaries. And indeed, there have been several studies pointing to just that.

Very recently, however, François Bertucci, Fabrice André and their colleagues in various institutes in France, Switzerland and the USA have mapped in detail the critical alterations in DNA that accumulate as different types of breast cancers develop from early tumours to late, metastatic forms. As is the way these days, their paper contains masses of data but the easiest form of the message comes in the shape of ‘violin plots’. These show the spread of results  — in this case the number of mutations per length of DNA.

Metastatic tumours have a bigger mutational load than early tumours. These plots are for one type of breast tumour (HR+/HER2−) and show results for 381 metastases and 501 early tumours. Red dots = median values: these are the “middle” values rather than an average (or mean) and they show a clear upwards shift in burden as early tumours evolve into metastases. From Bertucci et al., 2019.

The violin plots above are for one subtype of breast cancer (HR+/HER2−). Recall that breast tumours are often defined by which of three types of protein can be detected on the surface of the cells: these are ‘receptors’ that have binding sites for the hormones estrogen and progesterone and for human epidermal growth factor. Hence they are denoted as hormone receptors (HRs) and (human) epidermal growth factor receptor-2 (HER2). Thus tumours may have HRs and HER2 (HR+, HER2+) or various receptors may be undetectable. Triple negative breast cancer (TNBC) is an absence of receptors for both estrogen and progesterone and for HER2.

The plots clearly show an increase in mutation load with progression from early to metastatic tumours (on average from 2.4 to 3.8 mutations per megabase of DNA). Looking at individual genes, nine ‘drivers’ emerged that were more frequently mutated in HR+/HER2− metastatic breast cancers (we described ‘driver’ and ‘passenger’ mutations in Taking Aim at Cancer’s Heart).

So what?

For now these findings give us just a little more insight into what goes on at the molecular level to turn a primary into a metastatic tumour. The fact that some of the acquired driver mutations are associated with poor patient survival offers some guidance as to treatment options.

Don’t get carried away

It’s a familiar story in this field: another small advance in piecing together the jigsaw that is cancer. It doesn’t offer any immediate advance in treatment — mainly because most of the nine ‘driver’ genes identified are tumour suppressors — i.e. they normally act as brakes on cell growth. Mutations knock out that activity and at the moment there is no therapeutic method for reversing such mutations. (The other main class of cancer promoters is ‘oncogenes‘ in which mutations cause hyper-activity).

But such steps are important. The young slave girl in Uncle Tom’s Cabin gave us the phrase “grew like Topsy” — meaning unplanned growth. Cancer growth is indeed unplanned and a bit like Topsy but it’s driven by molecular forces and only through untangling these can we begin to design therapies in a rational way.

Reference

Bertucci, F. et al. (2019). Genomic characterization of metastatic breast cancers. Nature 569, 560–564.

Secret Army: More Manoeuvres Revealed

 

I don’t know about you but I find it difficult to grasp the idea that there are more bugs in my body than there are ‘me’ cells. That is, microorganisms (mostly bacteria) outnumber the aggregate of liver, skin and what-have-you cells. They’re attracted, of course, to the warm, damp surfaces of the cavities in our bodies that are covered by a sticky, mucous membrane, e.g., the mouth, nose and especially the intestines (the gastrointestinal tract).

The story so far

Over the last few years it’s become clear that these co-residents — collectively called the microbiota — are not just free-loaders. They’re critical to our well-being in helping to fight infection by other microrganisms (as we noted in Our Inner Self), they influence our immune system and in the gut they extract the last scraps of nutrients from our diet. So maybe it makes them easier to live with if we keep in mind that we need them every bit as much as they depend on us.

We now know that there are about 2000 different species of bacteria in the human gut (yes, that really is 2,000 different types of bug) and, with all that diversity, it’s not surprising that the total number of genes they carry far exceeds our own complement (by several million to about 20,000). In it’s a small world we noted that obesity causes a switch in the proportions of two major sub-families of bacteria, resulting in a decrease in the number of bug genes. The flip side is that a more diverse bug population (microbiome) is associated with a healthy status. What’s more, shifts of this sort in the microbiota balance can influence cancer development. Even more remarkably, we saw in Hitchhiker Or Driver? That the microbiome may also play a role in the spread of tumours to secondary sites (metastasis).

Time for a deep breath

If all this is going on in the intestines you might well ask “What about the lungs?” — because, and if you didn’t know you might guess, their job of extracting oxygen from the air we inhale means that they are covered with the largest surface area of mucosal tissue in the body. They are literally an open invitation to passing microorganisms — as we all know from the ease with which we pick up infections.

In view of what we know about gut bugs a rather obvious question is “Could the bug community play a role in lung cancer?” It’s a particularly pressing question because not only is lung cancer the major global cause of cancer death but 70% lung cancer patients have bacterial infections and these markedly influence tumour development and patient survival. Tyler Jacks, Chengcheng Jin and colleagues at the Massachusetts Institute of Technology approached this using a mouse model for lung cancer (in which two mutated genes, Kras and P53 drive tumour formation).

In short they found that germ-free mice (or mice treated with antibiotics) were significantly protected from lung cancer in this model system.

How bacteria can drive lung cancer in mice. Left: scheme of a lung with low levels of bacteria and normal levels of immune system cells. Right: increased levels of bacteria accelerate tumour growth by stimulating the release of chemicals from blood cells that in turn activate cells of the immune system to release other effector molecules that promote tumour growth. The mice were genetically altered to promote lung tumour growth (by mutation of the Kras and P53 genes). In more detail the steps are that the bacteria cause macrophages to release interleukins (IL-1 & IL-23) that stick to a sub-set of T cells (γδ T cells): these in turn release factors that drive tumour cell proliferation, including IL-22. From Jin et al. 2019.

As lung tumours grow in this mouse model the total bacterial load increases. This abnormal regulation of the local bug community stimulates white blood cells (T cells present in the lung) to make and release small proteins (cytokines, in particular interleukin 17) that signal to neutrophils and tumour cells to promote growth.

This new finding reveals that cross-talk between the local microbiota and the immune system can drive lung tumour development. The extent of lung tumour growth correlated with the levels of bacteria in the airway but not with those in the intestinal tract — so this is an effect specific to the lung bugs.

Indeed, rather than the players prominent in the intestines (Bs & Fs) that we met in Hitchhiker Or Driver?, the most common members of the lung microbiome are Staphylococcus, Streptococcus and Lactobacillus.

In a final twist Jin & Co. took bacteria from late-stage tumours and inoculated them into the lungs of mice with early tumours that then grew faster.

These experiments have revealed a hitherto unknown role for bacteria in cancer and, of course, the molecular signals identified join the ever-expanding list of potential targets for drug intervention.

References

Jin, C. et al. (2019). Commensal Microbiota Promote Lung Cancer Development via γδ T Cells. Cell 176, 998-1013.e16.

Fantastic Stuff

 

It certainly is for Judy Perkins, a lady from Florida, who is the subject of a research paper published last week in the journal Nature Medicine by Nikolaos Zacharakis, Steven Rosenberg and their colleagues at the National Cancer Institute in Bethesda, Maryland. Having reached a point where she was enduring pain and facing death from metastatic breast cancer, the paper notes that she has undergone “complete durable regression … now ongoing for over 22 months.”  Wow! Hard to even begin to imagine how she must feel — or, for that matter, the team that engineered this outcome.

How was it done?

Well, it’s a very good example of what I do tend to go on about in these pages — namely that science is almost never about ‘ground-breaking breakthroughs’ or ‘Eureka’ moments. It creeps along in tiny steps, sideways, backwards and sometimes even forwards.

You may recall that in Self Help – Part 2, talking about ‘personalized medicine’, we described how in one version of cancer immunotherapy a sample of a patient’s white blood cells (T lymphocytes) is grown in the lab. This is a way of either getting more immune cells that can target the patient’s tumour or of being able to modify the cells by genetic engineering. One approach is to engineer cells to make receptors on their surface that target them to the tumour cell surface. Put these cells back into the patient and, with luck, you get better tumour cell killing.

An extra step (Gosh! Wonderful GOSH) enabled novel genes to be engineered into the white cells.

The Shape of Things to Come? took a further small step when DNA sequencing was used to identify mutations that gave rise to new proteins in tumour cells (called tumour-associated antigens or ‘neoantigens’ — molecular flags on the cell surface that can provoke an immune response – i.e., the host makes antibody proteins that react with (stick to) the antigens). Charlie Swanton and his colleagues from University College London and Cancer Research UK used this method for two samples of lung cancer, growing them in the lab to expand the population and testing how good these tumour-infiltrating cells were at recognizing the abnormal proteins (neo-antigens) on cancer cells.

Now Zacharakis & Friends followed this lead: they sequenced DNA from the tumour tissue to pinpoint the main mutations and screened the immune cells they’d grown in the lab to find which sub-populations were best at attacking the tumour cells. Expand those cells, infuse into the patient and keep your fingers crossed.

Adoptive cell transfer. This is the scheme from Self Help – Part 2 with the extra step (A) of sequencing the breast tumour. Four mutant proteins were found and tumour-infiltrating lymphocytes reactive against these mutant versions were identified, expanded in culture and infused into the patient.

 

What’s next?

The last step with the fingers was important because there’s almost always an element of luck in these things. For example, a patient may not make enough T lymphocytes to obtain an effective inoculum. But, regardless of the limitations, it’s what scientists call ‘proof-of-principle’. If it works once it’ll work again. It’s just a matter of slogging away at the fine details.

For Judy Perkins, of course, it’s about getting on with a life she’d prepared to leave — and perhaps, once in while, glancing in awe at a Nature Medicine paper that does not mention her by name but secures her own little niche in the history of cancer therapy.

References

McGranahan et al. (2016). Clonal neoantigens elicit T cell immunoreactivity and sensitivity to immune checkpoint blockade. Science 10.1126/science.aaf490 (2016).

Zacharakis, N. et al. (2018). Immune recognition of somatic mutations leading to complete durable regression in metastatic breast cancer. Nature Medicine 04 June 2018.

Hitchhiker Or Driver?

 

It’s a little while since we talked about what you might call our hidden self — the vast army of bugs that colonises our nooks and crannies, especially our intestines, and that is essential to our survival.

In Our Inner Self we noted that these little guys outnumber the human cells that make up the body by about ten to one. Actually that estimate has recently been revised — downwards you might be relieved to hear — to about 1.3 bacterial cells per human cell but it doesn’t really matter. They are a major part of what’s called the microbiome — a vast army of microorganisms that call our bodies home but on which we also depend for our very survival.

In our personal army there’s something like 700 different species of bacteria, with thirty or forty making up the majority. We upset them at our peril. Artificial sweeteners, widely used as food additives, can change the proportions of types of gut bacteria. Some antibiotics that kill off bacteria can make mice obese — and they probably do the same to us. Obese humans do indeed have reduced numbers of bugs and obesity itself is associated with increased cancer risk.

In it’s a small world we met two major bacterial sub-families, Bacteroidetes and Firmicutes, and noted that their levels appear to affect the development of liver and bowel cancers. Well, the Bs & Fs are still around you’ll be glad to know but in a recent piece of work the limelight has been taken by another bunch of Fs — a sub-group (i.e. related to the Bs & Fs) called Fusobacterium.

It’s been known for a few years that human colon cancers carry enriched levels of these bugs compared to non-cancerous colon tissues — suggesting, though not proving, that Fusobacteria may be pro-tumorigenic. In the latest, pretty amazing, installment Susan Bullman and colleagues from Harvard, Yale and Barcelona have shown that not merely is Fusobacterium part of the microbiome that colonises human colon cancers but that when these growths spread to distant sites (i.e. metastasise) the little Fs tag along for the ride! 

Bacteria in a primary human bowel tumour.  The arrows show tumour cells infected with Fusobacteria (red dots).

Bacteria in a liver metastasis of the same bowel tumour.  Though more difficult to see, the  red dot (arrow) marks the presence of bacteria from the original tumour. From Bullman et al., 2017.

In other words, when metastasis kicks in it’s not just the tumour cells that escape from the primary site but a whole community of host cells and bugs that sets sail on the high seas of the circulatory system.

But doesn’t that suggest that these bugs might be doing something to help the growth and spread of these tumours? And if so might that suggest that … of course it does and Bullman & Co did the experiment. They tried an antibiotic that kills Fusobacteria (metronidazole) to see if it had any effect on F–carrying tumours. Sure enough it reduced the number of bugs and slowed the growth of human tumour cells in mice.

Growth of human tumour cells in mice. The antibiotic metronidazole slows the growth of these tumour by about 30%. From Bullman et al., 2017.

We’re still a long way from a human therapy but it is quite a startling thought that antibiotics might one day find a place in the cancer drug cabinet.

Reference

Bullman, S. et al. (2017). Analysis of Fusobacterium persistence and antibiotic response in colorectal cancer. Science  358, 1443-1448. DOI: 10.1126/science.aal5240

One More Small Step

 

Back in the nineteenth century a chap called Augustus De Morgan came up with a set of laws that, when explained in English, sound like the lyrics of a Flanders & Swann song. Opaque to non-maths nerds they may be but they helped to build the mathematics of logic, so next time you meet AND / OR gates in electronics, spare him a thought.

In fact Augustus is rare — maybe unique — among mathematicians in that he’s not completely forgotten, for it was he who penned the lines:

Big fleas have little fleas upon their backs to bite ’em,
And little fleas have lesser fleas, and so, 
ad infinitum.

Given that we now know there’s over 2,500 species of fleas ranging in size from tiny to nearly one centimeter long, it may be literally true. But here, for once, the truth doesn’t matter. It’s a silly rhyme but nonsense verse it is not for it could well serve as a motto for biology because it really captures the essential truth of life: the exquisite choreography of living systems by which incomprehensible numbers of interactions come together to make them work.

Human fleas. Don’t worry: you’ll know if you have them.

Unbidden, De Morgan’s ditty came into my head as I was reading the latest research paper from David Lyden’s group, which he very kindly sent me ahead of publication this week. Avid readers will know the name for we have devoted several episodes (Keeping Cancer Catatonic, Scattering the Bad Seed and Holiday Reading (4) – Can We Make Resistance Futile) to the discoveries of his group in tackling one of the key questions in cancer — namely, how do tumour cells find their targets when they spread around the body? Key because it is this process of ‘metastasis’ that causes most (over 90%) of cancer deaths and if we knew how it worked maybe we could block it.

A succinct summary of those already condensed episodes would be: (1) cells in primary tumours release ‘messengers’ into the circulation that ‘tag’ metastatic sites before any cells actually leave the tumour, (2) the messengers that do the site-tagging are small sacs — mini cells — called exosomes, and (3) they find specific addresses by carrying protein labels (integrins) that home in to different organs — we represented that in the form of a tube train map in Lethal ZIP codes that pulled the whole story together.

The next small step

Now what the folks from Weill Cornell Medicine, New York, Sloan Kettering and a host of other places have done is adapt a flow system to look more closely at exosomes.

Separating small bodies. Particles are injected into a flowing liquid (left) and cross flow at right angles through a membrane (bottom) permits separation on the basis of effective size (called asymmetrical flow field-flow fractionation).

They found that a wide variety of tumour cell types secrete two distinct populations of exosomes — small (60-80 nanometres diameter) and large (90-120 nm). What’s more they found a third type of nanoparticle, smaller than exosomes (less than 50 nm) and without a membrane — so it’s a kind of blob of lipids and proteins (a micelle would be a more scientific term) — that they christened exomeres.

Is it real?

A perpetual problem in biology is reproducibility — that is, whether a new finding can be replicated independently by someone else. Or, put more crudely, do I believe this? This is such an important matter that it’s worth a separate blog but for the moment we’re OK because the results in this paper speak for themselves. First, by using electron microscopy, Lyden et al could actually look at what they’d isolated and indeed discerned three distinct nano-populations — which is how they were able to put the size limits on them.

Electron microscopy of (left) the input mixture (pre-fractionation) and separated fractions: exomere, small exosomes and large exosomes released by tumour cells.. Arrows indicate exomeres (red), small exosomes (blue) and large exosomes (green), from Zhang et al. 2018.

But what’s most exciting in terms of the potential of these results is what’s in the packets. Looking at the fats (lipids), proteins and nucleic acids (DNA and RNA) they contained it’s clear that these are three distinct entities — which makes it very likely they have different effects.

Given their previous finding it must have been a great relief when Lyden & Co identified integrin address proteins in the two exosome sub-populations. But what’s really astonishing is the range of proteins born by these little chaps: something like 400 in exomeres, about 1000 in small exosomes and a similar number in the big ones — and the fact that each contained unique sets of proteins. The new guys — exomeres — carry among other proteins, metabolic enzymes so it’s possible that when they deliver their cargo it might be able to change the metabolic profile of its target. That could be important as we know such changes happen in cancer.

It’s a bewildering picture and working out even the basics of what these little guys do and how it influences cancer is, as we say, challenging. But I think I know a good man for the job!

Augustus De Morgan looking down.

Mathematicians have a bit of a tendency to look down on us experimentalists thrashing around in the undergrowth and I suspect that up in the celestial library, as old Augustus De Morgan thumbed through this latest paper, a slight smile might have come over his face and he could have been heard to murmur: “See, I told you.”

References

Zhang, H. et al. (2018). Identification of distinct nanoparticles and subsets of extracellular vesicles by asymmetric flow field-flow fractionation. Nature Cell Biology 20, 332–343. doi:10.1038/s41556-018-0040-4

Desperately SEEKing …

These days few can be unaware that cancers kill one in three of us. That proportion has crept up over time as life expectancy has gone up — cancers are (mainly) diseases of old age. Even so, they plagued the ancients as Egyptian scrolls dating from 1600 BC record and as their mummified bodies bear witness. Understandably, progress in getting to grips with the problem was slow. It took until the nineteenth century before two great French physicians, Laënnec and Récamier, first noted that tumours could spread from their initial site to other locations where they could grow as ‘secondary tumours’. Munich-born Karl Thiersch showed that ‘metastasis’ occurs when cells leave the primary site and spread through the body. That was in 1865 and it gradually led to the realisation that metastasis was a key problem: many tumours could be dealt with by surgery, if carried out before secondary tumours had formed, but once metastasis had taken hold … With this in mind the gifted American surgeon William Halsted applied ever more radical surgery to breast cancers, removing tissues to which these tumors often spread, with the aim of preventing secondary tumour formation.

Early warning systems

Photos of Halsted’s handiwork are too grim to show here but his logic could not be faulted for metastasis remains the cause of over 90% of cancer deaths. Mercifully, rather than removing more and more tissue targets, the emphasis today has shifted to tumour detection. How can they be picked up before they have spread?

To this end several methods have become familiar — X-rays, PET (positron emission tomography, etc) — but, useful though these are in clinical practice, they suffer from being unable to ‘see’ small tumours (less that 1 cm diameter). For early detection something completely different was needed.

The New World

The first full sequence of human DNA (the genome), completed in 2003, opened a new era and, arguably, the burgeoning science of genomics has already made a greater impact on biology than any previous advance.

Tumour detection is a brilliant example for it is now possible to pull tumour cell DNA out of the gemisch that is circulating blood. All you need is a teaspoonful (of blood) and the right bit of kit (silicon chip technology and short bits of artificial DNA as bait) to get your hands on the DNA which can then be sequenced. We described how this ‘liquid biopsy’ can be used to track responses to cancer treatment in a quick and non–invasive way in Seeing the Invisible: A Cancer Early Warning System?

If it’s brilliant why the question mark?

Two problems really: (1) Some cancers have proved difficult to pick up in liquid biopsies and (2) the method didn’t tell you where the tumour was (i.e. in which tissue).

The next step, in 2017, added epigenetics to DNA sequencing. That is, a programme called CancerLocator profiled the chemical tags (methyl groups) attached to DNA in a set of lung, liver and breast tumours. In Cancer GPS? we described this as a big step forward, not least because it detected 80% of early stage cancers.

There’s still a pesky question mark?

Rather than shrugging their shoulders and saying “that’s science for you” Joshua Cohen and colleagues at Johns Hopkins University School of Medicine in Baltimore and a host of others rolled their sleeves up and made another step forward in the shape of CancerSEEK, described in the January 18 (2018) issue of Science.

This added two new tweaks: (1) for DNA sequencing they selected a panel of 16 known ‘cancer genes’ and screened just those for specific mutations and (2) they included proteins in their analysis by measuring the circulating levels of 10 established biomarkers. Of these perhaps the most familiar is cancer antigen 125 (CA-125) which has been used as an indicator of ovarian cancer.

Sensitivity of CancerSEEK by tumour type. Error bars represent 95% confidence intervals (from Cohen et al., 2018).

The figure shows a detection rate of about 70% for eight cancer types in 1005 patients whose tumours had not spread. CancerSEEK performed best for five types (ovary, liver, stomach, pancreas and esophagus) that are difficult to detect early.

Is there still a question mark?

Of course there is! It’s biology — and cancer biology at that. The sensitivity is quite low for some of the cancers and it remains to be seen how high the false positive rate goes in larger populations than 1005 of this preliminary study.

So let’s leave the last cautious word to my colleague Paul Pharoah: “I do not think that this new test has really moved the field of early detection very far forward … It remains a promising, but yet to be proven technology.”

Reference

D. Cohen et al. (2018). Detection and localization of surgically resectable cancers with a multi-analyte blood test. Science 10.1126/science.aar3247.

Boldly Going

When you come across a very successful, middle-aged scientist jumping up and down shouting “This is going to be just amazing” you can only conclude that either the pressures of the life scientific have finally got to him and he’s flipped or there is something really remarkable going on. Thus my feeling this week when I noted the behaviour of Greg Hannon who now works at the Cancer Research Institute in Cambridge.

Probing further, it emerged that Hannon, who is collaborating with Xiaowei Zhuang at Harvard University in the ‘other’ Cambridge, has just been awarded a five-year grant of £20 million by the London-based charity Cancer Research UK as part of its Grand Challenge initiative – more than enough to get your jumping genes going.

But it’s the aim of the project rather than its monetary size that is truly astonishing and has almost a feel of science fiction about it. The plan is nothing less than to come up with an interactive virtual-reality map of breast cancers. That is, to reconstruct every cell that makes up a tumour, showing the different types of cell and what they are up to at any given time – meaning that the model will display the expression level of thousands of genes in each cell and the different proteins being made. Staggering.

What’s the point?

The project is driven by the fact that we have gradually come to realize that tumours are a complex mixture of cells (what’s been called the tumour microenvironment) and the signals that these cells send out and receive determine the extent of tumour growth and whether it can spread to other sites in the body (i.e. metastasize).

Where have we got to?

One approach to mapping what’s going on was laid out a couple of years ago by the converging studies of Rahul Satija and colleagues of the Broad Institute of MIT and Harvard and Kaia Achim et al. from labs in Heidelberg, Cambridge and Oxford using zebrafish embryos and worm brains, respectively.

The method has two parts:

  1. The tissue is dissociated into single cells and the power of sequencing is applied to obtain RNA sequences from each cell (revealing which genes are ‘switched on’ in that cell).
  2. The second step visualizes specific RNAs using tagged probes (fluorescently labeled RNAs that enter cells and bind to target RNAs molecules).

In essence a reference map is made by overlaying the intact tissue with a grid and matching a cell to a grid area by comparing expression of a number of ‘landmark’ genes with the fluorescence marker signal.

To do all this they devised a computational package that, using fewer than 100 landmark genes, maps hundreds of sequenced cells to their location in the tissue. In that arty way that scientists have, they named their package after Georges-Pierre Seurat, the French chappie who came up with the idea of painting in small dots of colour (though his weren’t fluorescent).

Cellular pointillism has just taken another step forward with Keren Bahar Halpern, Ido Amit and Shalev Itzkovitz at the Weizmann Institute of Science, Rehovot, Israel producing a cell-by-cell map of mouse liver, complete with RNA sequences from each cell. To be precise they mapped the hexagon-shaped units called lobules that are repeated to make up mammalian liver.

The shapes of things to come

So the next step for Hannon and his colleagues is an interactive map of a human tumour and, if you can’t wait, CLICK HERE to see their mock-up to give you some idea of what’s in store. In this synthetic video tumour cells are green, macrophages are blue and blood vessels are red.

Overwhelming?

So it’s warp factor 9 for Captain Hannon and his crew. It may be that the 3D images of tumours will look a bit the virtual graphics that the astrophysicists fob off on us whilst pretending they have some idea what a star’s doing umpti-zillion light years away. But in fact, rather than boldly going where no man has gone before“, this cellular journey is better summed up by Marcel Proust The real voyage of discovery consists not in seeking new landscapes, but in having new eyes” – the new eyes being the stunning combination of methods that permits 3D interrogation of individual cells.

Will this phase of the Grand Challenge produce overwhelming amounts of data? Undoubtedly. But, if we are to understand how living things work we have to front up to the complexity of nature. We then have to hope we are smart enough to resolve the crucial from the detail.

References

Satija, R. et al. (2015). Spatial reconstruction of single-cell gene expression data. Nature Biotechnology 33, 495–502.

Achim, K. et al. (2015). High-throughput spatial mapping of single-cell RNA-seq data to tissue of origin. Nature Biotechnology 33, 503–509.

Halpern, K. B. et al. (2017). Nature 542, 352–356.

Open Wide for Pasty’s Throat

 

Once upon a time (1903 to be exact) a very rich Adelaide family acquired a new member in the form of a little boy whom they christened Norman. Most of the family were doctors and, so well-heeled were they, when young Norm reached the age of 10 they clubbed together and sent him off to the Old Country – and not just to any bit of Merrie England but to Eton (the school, of course, not the rustic parish, generally held to be the most expensive of all – fees currently about £36,000 a year, not counting extras). Norm never returned: South Australia’s loss was Britain’s gain.

We all know what happens to kids that go to Eton – but our Adelaide man was different. For one thing he was very bright and for another he had his family’s love of medicine. He ended up specializing in the thorax – the bit between the neck and the tummy that includes the oesophagus, commonly known as the foodpipe or gullet. Eton probably helped get him started but, even more usefully, some bright spark there gave him the nickname ‘Pasty’ – so great an improvement on Norman that it stuck for life. ‘Pasty’ Barrett ended up as a consultant at St. Thomas’ Hospital where, in 1947, he successfully repaired a ruptured oesophagus – a surgical first for a hitherto fatal condition.

Shortly after that, in 1950, he described finding that sometimes the cells lining the gullet change in appearance, switching from multiple layers of flat cells to a single layer of cells that look like those found in the intestine. We know now that this change is caused by acid from the stomach being squeezed up into the oesophagus. Occasional regurgitation is called heartburn but when it’s persistent it becomes gastric reflux disease – and in about 10% of those cases sustained irritation caused by the stomach juices upsets the cells lining the gullet and they undergo the change to what is now called Barrett’s oesophagus.

Who cares about Barrett’s?

Well, we should all at least take note because a few percent of those with Barrett’s oesophagus will get cancer of the oesophagus, which is now the sixth most common cause of cancer-related death world-wide. Oesophageal cancer has become more common over the last 40 years, men are more prone to it than women and it kills about 15,000 people in the USA each year and nearly 8,000 in the UK. It’s very bad news. Most cases aren’t discovered until the disease has spread and it is then more or less untreatable. The prognosis is dismal: the five-year survival figure is barely 15%. Part of the problem is that the main sign is pain or difficulty in swallowing, often ignored until it is too late.

For many years the only way of finding abnormal tissue was by an endoscopy – a tube with a camera pushed down the throat – both unpleasant and expensive. There has, therefore, been a desperate need for an easy, cheap, non-invasive test to screen for Barrett’s oesophagus.

Professor Rebecca Fitzgerald

     Professor Rebecca             Fitzgerald

Pill on a string

Enter Rebecca Fitzgerald, a member of the Department of Oncology in Cambridge and a consultant at Addenbrooke’s Hospital, with a brilliantly simple development from earlier attempts to screen the lining of the gullet. The patient swallows a kind of tea-bag on a string which is then pulled up from the stomach. The ‘tea-bag’ is actually a capsule about the size of a multi-vitamin pill containing a sort of honeycomb sponge covered with a coating that dissolves in a few minutes when it reaches the stomach. As the sponge comes up it picks up cells from the gullet lining (about half a million of them) that can then be analysed. The whole gizmo’s called a ‘Cytosponge’. It works with no problems and because it collects cells from the length of the gullet it gives a complete picture, rather than the local regions sampled in biopsies.

Pill on a string

                 Pill on a string

Cytosponge (left) and being drawn up the gullet (right)

       Cytosponge (left) and being             drawn up the gullet (right)

 

 

 

 

 

What we’ve learned

The hope was that the cells picked up by Cytosponge could be sequenced – i.e. their DNA code could be obtained – and that this would reveal the stages of oesophageal cancer development and hence whether a given case of Barrett’s would or would not progress to cancer. The phases of Barrett’s oesophagus involve a change in the shape of cells lining the tube (from thin, flat cells called squamous epithelial cells to taller columnar cells resembling those in the intestine). This change is called metaplasia: the abnormal cells may then proliferate (dysplasia). If this stage can be detected it’s possible to remove the abnormal tissue by using endoscopic therapy before the condition progresses to full carcinoma.

Remarkably, whole-genome sequences from Barrett’s and from oesophageal carcinoma showed that multiple mutations (changes in DNA sequence) accumulate even in cells that are over-proliferating but look normal. The picture is similar to the ‘battlefield of hundreds of competing mutant clones’ in normal eyelid skin that we saw in The Blink of an Eye.

As the condition progresses the range of mutations increases: in particular, regions of DNA are duplicated – so that the genes therein are present in abnormal numbers. Typically there were 12,000 mutations per person with Barrett’s oesophagus without cancer and 18,000 mutations within the cancer.

Even from this mayhem there emerged mutation patterns (changes in the letters of the DNA code, e.g., A to a G or C to a T) characteristic of the damage caused to the cells lining the oesophagus by splashing stomach acid. These ‘fingerprints’ were found in both Barrett’s and oesophageal cancer – consistent with them being very early events – parallelling the specific mutations in lung cancer caused by tobacco carcinogens.

But …

The great hope was that the spectrum of mutations would identify precursors to cancer and hence those patients requiring treatment. In fact these horribly heterogeneous tissues – a real genetic gemisch – show surprisingly little mutational overlap between Barrett’s oesophagus and oesophageal cancer.

However, it’s possible to take the cells collected by the Cytosponge and screen them for the presence of specific proteins (using antibodies) and it turns out that one in particular, TFF3 (Trefoil Factor 3), provides a highly accurate diagnosis of Barrett’s oesophagus. In addition, although the genetic changes that occur during the progression from Barrett’s to cancer are complex, mutations in one gene (P53 – the ‘guardian of the genome’) are common in pre-cancerous, high grade dysplasia and thus provide an indicator of risk.

All of which means that we haven’t ‘conquered’ oesophageal cancer – but thanks to these remarkable advances we have a much better understanding of its molecular basis. Even more importantly, it’s possible to detect the early stages – and do something about it.

AND … whilst making a major contribution to all this, Rebecca Fitzgerald very kindly found time to make suggestions and provide additional information for this piece.

References

Ross-Innes, C.S., Fitzgerald, R.C. et al. (2015). Nature Genetics 47, 1038-1046.