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Corante Blogs examine, through the eyes of leading observers, analysts, thinkers, and doers, critical themes and memes in technology, business, law, science, and culture.

The Press Will Be Outsourced Before Stopped

Vin Crosbie, on the challenges, financial and otherwise, that newspaper publishers are facing: "The real problem, Mr. Newspaperman, isn't that your content isn't online or isn't online with multimedia. It's your content. Specifically, it's what you report, which stories you publish, and how you publish them to people, who, by the way, have very different individual interests. The problem is the content you're giving them, stupid; not the platform its on."
by Vin Crosbie in Rebuilding Media

Travels In Numerica Deserta

There's a problem in the drug industry that people have recognized for some years, but we're not that much closer to dealing with it than we were then. We keep coming up with these technologies and techniques which seem as if they might be able to help us with some of our nastiest problems - I'm talking about genomics in all its guises, and metabolic profiling, and naturally the various high-throughput screening platforms, and others. But whether these are helping or not (and opinions sure do vary), one thing that they all have in common is that they generate enormous heaps of data.
by Derek Lowe in In the Pipeline

Disrobing the Emperor: The online “user experience” isn't much of one

Now that the Web labor market is saturated and Web design a static profession, it's not surprising that 'user experience' designers and researchers who've spent their careers online are looking for new worlds to conquer. Some are returning to the “old media” as directors and producers. More are now doing offline consulting (service experience design, social policy design, exhibition design, and so on) under the 'user experience' aegis. They argue that the lessons they've learned on the Web can be applied to phenomena in the physical and social worlds. But there are enormous differences...
by Bob Jacobson in Total Experience

Second Life: What are the real numbers?

Clay Shirky, in deconstructing Second Life hype: "Second Life is heading towards two million users. Except it isn’t, really... I suspect Second Life is largely a 'Try Me' virus, where reports of a strange and wonderful new thing draw the masses to log in and try it, but whose ability to retain anything but a fraction of those users is limited. The pattern of a Try Me virus is a rapid spread of first time users, most of whom drop out quickly, with most of the dropouts becoming immune to later use."
by Clay Shirky in Many-to-Many

The democratisation of everything

Over the last few years we've seen old barriers to creativity coming down, one after the other. New technologies and services makes it trivial to publish text, whether by blog or by print-on-demand. Digital photography has democratised a previously expensive hobby. And we're seeing the barriers to movie-making crumble, with affordable high-quality cameras and video hosting provided by YouTube or Google Video and their ilk... Music making has long been easy for anyone to engage in, but technology has made high-quality recording possible without specialised equipment, and the internet has revolutionised distribution, drastically disintermediating the music industry... What's left? Software maybe? Or maybe not."
by Suw Charman in Strange Attractor

RNA Interference: Film at Eleven

Derek Lowe on the news that the Nobel Prize for medicine has gone to Craig Mello and Andrew Fire for their breakthrough work: "RNA interference is probably going to have a long climb before it starts curing many diseases, because many of those problems are even tougher than usual in its case. That doesn't take away from the discovery, though, any more than the complications of off-target effects take away from it when you talk about RNAi's research uses in cell culture. The fact that RNA interference is trickier than it first looked, in vivo or in vitro, is only to be expected. What breakthrough isn't?"
by Derek Lowe in In the Pipeline

PVP and the Honorable Enemy

Andrew Phelps: "Recently my WoW guild has been having a bit of a debate on the merits of Player-vs.-Player (PvP) within Azeroth. My personal opinion on this is that PvP has its merits, and can be incredible fun, but the system within WoW is horridly, horribly broken. It takes into account the concept of the battle, but battle without consequence, without emotive context, and most importantly, without honor..."

From later in the piece: "When I talk about this with people (thus far anyway) I typically get one of two responses, either 'yeah, right on!' or 'hey, it’s war, and war isn’t honorable – grow the hell up'. There is a lot to be said for that argument – but the problem is that war in the real historical world has very different constraints that are utterly absent from fantasized worlds..."
by Andrew Phelps in Got Game

Rats Rule, Right?

Derek Lowe: "So, you're developing a drug candidate. You've settled on what looks like a good compound - it has the activity you want in your mouse model of the disease, it's not too hard to make, and it's not toxic. Everything looks fine. Except. . .one slight problem. Although the compound has good blood levels in the mouse and in the dog, in rats it's terrible. For some reason, it just doesn't get up there. Probably some foul metabolic pathway peculiar to rats (whose innards are adapted, after all, for dealing with every kind of garbage that comes along). So, is this a problem?.."
by Derek Lowe in In the Pipeline

Really BAD customer experience at Albertsons Market

Bob Jacobson, on shopping at his local Albertsons supermarket where he had "one of the worst customer experiences" of his life: "Say what you will about the Safeway chain or the Birkenstock billionaires who charge through the roof for Whole Foods' organic fare, they know how to create shopping environments that create a more pleasurable experience, at its best (as at Whole Foods) quite enjoyable. Even the warehouses like Costco and its smaller counterpart, Smart & Final, do just fine: they have no pretentions, but neither do they dump virtual garbage on the consumer merely to create another trivial revenue stream, all for the sake of promotions in the marketing department..."
by Strange Attractor in Total Experience

The Guardian's "Comment is Free"

Kevin Anderson: "First off, I want to say that I really admire the ambition of the Guardian Unlimited’s Comment is Free. It is one of the boldest statements made by any media company that participation needs to be central to a radical revamp of traditional content strategies... It is, therfore, not hugely surprising to find that Comment is Free is having a few teething troubles..."
by Kevin Anderson in strange
In the Pipeline: Don't miss Derek Lowe's excellent commentary on drug discovery and the pharma industry in general at In the Pipeline

The Loom

« Cheating on the Brain | Main | Brain Revolutions, Old and New »

May 04, 2005

The Mutiny Down Below

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Posted by Carl Zimmer

sperm.jpgJudging from fossils and studies on DNA, the common ancestor of humans, chimpanzees, and bonobos lived roughly six million years ago. Hominids inherited the genome of that ancestor, and over time it evolved into the human genome. A major force driving that change was natural selection: a mutant gene that allowed hominids to produce more descendants than other versions of the gene became more common over time. Now that scientists can compare the genomes of humans, chimpanzees, mice, and other animals, they can pinpoint some of the genes that underwent particularly strong natural selection since the dawn of hominids. You might think that at the top of the list the scientists would put genes involved in the things that set us apart most obviously from other animals, such as our oversized brains or our upright posture. But according to the latest scan of some 13,000 human genes, that's not the case. Natural selection has been focused on other things--less obvious ones, but no less important. While the results of this scan are all fascinating, one stands out in particular. The authors of the study argue that much of our evolution is the result of a war we are waging against our own cells.

It's possible to reconstruct the history of natural selection thanks to a quirk in DNA. Genes carry the code for making proteins, but it's possible to change the code without changing the resulting protein. Consider for example how cells stick new amino acids at the end of growing proteins. The nucleotides in a gene can't have a one-to-one correspondence to amino acids, since there are only four nucleotides in DNA and twenty amino acids. Instead, the cell reads three nucleotides at a time from a gene, and then chooses its amino acid. The triplet CUU makes the amino acid leucine, for example. But so does CUC and CUA. In many cases, the last nucleotide in a triplet is irrelevant.The most intriguing result of this study is that we appear to be in an intense war with our own cells.

If a hominid's genes mutated such that CUC became CUA, the mutation would have no effect for good or bad on that hominid, because the mutation didn't change its proteins. Scientists have found that mutations to "non-coding" DNA can slowly spread through an entire species thanks merely to chance. If you compare a particular gene from a human and a chimpanzee and a gorilla, you'll see that each species has picked up some silent mutations since it split off from the common ancestor of all three species.

But mutations that actually change a protein's structure are a different kettle of fish. Many of them turn out to be outright disasters, leading to diseases, spontaneous abortions, and so on. These mutations tend to be weeded out by natural selection. On the other hand, mutations that change proteins in an adaptive way can spread quickly. And if a protein is under intense natural selection, a whole series of mutations to coding DNA may build up in its gene.

One sign that a gene has undergone intense natural selection in the past is the ratio of mutations to its coding DNA to mutations to its non-coding DNA. If the coding mutations significantly outnumber the non-coding ones, it's a safe bet that this ratio is the result of intense natural selection. There are other methods for detecting natural selection, but what I've described here is the basic idea behind the new PLOS Biology paper. Expanding on an earlier scan, the researchers looked for genes that showed signs of significant natural selection by comparing their sequences in humans and chimps. They then sorted these genes according to which organs they are active in the most, and made a "Top-50" list of the genes that have undergone the most intense natural selection.

The human brain, remarkably enough, shows no sign of harboring a lot of fast-evolving genes compared to other organs. "In fact," the authors write, "genes expressed in the brain seem to be among the most conserved genes with the least evidence for positive selection." Instead, they suggest, our unparalleled brains may have evolved through adaptive changes in relatively few genes, or perhaps by borrowing existing genes that were active elsewhere in the body (I've blogged about this gene-borrowing here).

So where did all the intense selection take place? Some of it turns up in the immune system, which must battle a rapidly evolving army of parasites. Some of it turns up in the nose, possibly in order to sniff out dangerous foods or possibly to recognize suitable mates. Some of it seems to be involved in how sperm and egg recognize one another. But the most fascinating set of fast-evolving genes do something else altogether: they control the way cells kill themselves.

Suicide is essential for a healthy body. Cells kill themselves for many good reasons--to protect other cells if they are infected with a dangerous pathogen, for example, or to stop the growth of an organ once it reaches the right size. Our hands would look like webbed duck feet if the cells between our fingers didn't commit suicide.

Sperm turn out to be a particularly suicidal bunch. Three-quarters of potential sperm cells kill themselves. Some researchers have suggested that they are so prone to suicide because their population needs to be kept in balance with the other cells in the testes that nourish them. The death of the individual sperm benefits the entire population--and thus the man who carries them.

On an evolutionary level, this creates a conflict between sperm and man. If one of the cells should mutate in such a way that it could escape suicide, it could reproduce madly while other sperm cells dutifully destroyed themselves. These mutant sperm would then be more likely to reach an egg, and as a result the mutant suicide gene would become more common.

While this kind of mutation may favor an individual sperm, it may do harm to its owner. His overall sperm production might suffer as a result of this mutiny down below, for example. It might even increase his risk of cancer. After all, one of the hallmarks of cancer is the mutation of suicide genes, allowing cancer cells to grow rapidly into tumors. Once a sperm fertilized an egg, its suicide-escaping genes would wind up in every cell of the resulting person, raising their chance of turning cancerous. (See this post for more on the intersection of evolution and cancer.)

The authors of the study point out that many of the genes that end up near the top of their list have long been known to be involved in cancer. Perhaps, they suggest, many cases of cancer are the result of this pressure on sperm to escape suicide. And if their hypothesis is right, then you'd expect that a mutation that can stop these renegade sperm from wreaking havoc might be favored by natural selection. There are a number of genes that are crucial for suppressing tumors, and--as predicted--they are also among the fastest-evolving genes. In fact, some of these fast-evolving tumor suppressing genes are only active in the testes, where they may be keeping sperm in check.

This sort of two-level evolution may seem bizarre, but biologists are documenting a growing number of cases of it. It was particularly important, for example, in the evolution of multicellular animals from singe-celled protists some 700 million years ago. But it's hardly ancient history, this new study suggests. Every time cancer strikes, it makes its presence known.

Update, 7pm: PZ Meyers offers a detailed tour of the Top 50.

Comments (7) + TrackBacks (0) | Category: Evolution


COMMENTS

1. RPM on May 4, 2005 02:44 PM writes...

I would take genome wide dn/ds studies with a grain of salt. Using ds as a control presents two major challenges: 1. You must assume that ds is an accurate representative of the neutral evolutionary rate; and 2. With closely related species (eg humans and chimps) ds won't be saturated, but there may have not been enough substitutions to accurately estimate dn, ds, or both (this is analogous to not flipping a coin enough times to realize the probability of heads and tails). This study is statistically rigrorous (the authors are accomplished in statistical genetics) and includes some polymorphism data as well. Both of these features add weight to the conclusions.

I'll just let you know that I was looking over a dataset of my own in which I though the sequences were too similar to each other to efficiently detect selection with someone extremely familiar with the human-chimp divergence data. He said he was envious of the amount of divergence I had between my sequences (i.e., much more than the chimp data), so I can only imagine how hard it is to perform comparative analyses on humans and chimps.

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2. Peter Ellis on May 5, 2005 04:48 AM writes...

A point on the brain gene issue - check out this paper.

Dorus S, Vallender EJ, Evans PD, Anderson JR, Gilbert SL, Mahowald M, Wyckoff GJ, Malcom CM, Lahn BT. Accelerated evolution of nervous system genes in the origin of Homo sapiens. Cell. 2004 Dec 29;119(7):1027-40

They compared human, macacque, rat and mouse lineages - a far more extensive study than the human/chimp one you're talking about here. They found that between primate and rodent, and also between human and macacque, that the major selective effects were on brain developmental genes. Possibly human and chimpanzee are just too similar to pick up this effect?

Turning to the human/chimp comparison, there are a couple of other reasons why testis genes may be highly selected. In particular, they end up in the haploid state in spermatids. This uncovers all the recessive alleles, exposing them to selection. Thus, you'd expect spermatid genes to show a higher rate of evolution *anyway*, even if the selective advantage of any particular allele isn't very high.

Secondly, I wonder what the chromosomal distribution of these genes is - I wouldn't be at all susprised to see an over-representation of X and Y chromosome genes in the list. These evolve extra fast due to the lack of recombination (especially the Y), and also end up enriched for testis genes.

Finally, you're quite right to point out the conflict between the germ cells - this has slightly wider ramifications than you cover. Again, due to the fact that spermatids have a haploid gene content, there is the potential for conflict between the two copies of the diploid genome, not just between the individual and the herd. This may be why the majority of germ cell apoptosis occurs in spermatogonia and spermatocytes, not in spermatids.

I think the overall conclusion is that we have to be quite careful when looking at rates of protein change - fast rates of evolutionary change don't necessarily imply strong selective pressure, particularly for testis genes and/or genes on the sex chromosomes.

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3. RPM on May 5, 2005 10:27 AM writes...

Turning to the human/chimp comparison, there are a couple of other reasons why testis genes may be highly selected. In particular, they end up in the haploid state in spermatids. This uncovers all the recessive alleles, exposing them to selection. Thus, you'd expect spermatid genes to show a higher rate of evolution *anyway*, even if the selective advantage of any particular allele isn't very high.

That assumes that these genes are expressed in the spermatids. Many of the genes are probably only expressed in testes (which contain many diploid cells responsible for spermatogenesis) and not in the spermatids.

The observation of faster evolution of testes specific genes is not rare; in fact, it's the norm. Evidence from Drosophila (and other studies as well) has suggested this for a long time. The evidence for faster X evolution is not as conclusive.

Also, the point about what causes faster rates of evolution is an important one. It is assumed that dN/dS1 implies positive selection. The authors identify genes with dN/dS significantly greater than 1, allowing them to infer positive selection. Unless there is strong selective constraint on synonymous substitutions at those loci, I believe they have strong support for positive selection.

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4. David on May 5, 2005 12:21 PM writes...

One other issue that may confound the sperm data is the differences in chimp and human mating systems. Chimp testes (compared to body mass) are significantly larger than human testes and one potential reason is that chimps do not maintain monogamous pair bonds and as such there may be significantly more sperm-sperm competition. I don't know how this may fit into the differences but it may be worth consideration.

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5. fred on May 6, 2005 07:30 PM writes...

Where do I find the paper? Did I miss a reference?

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6. Peter Ellis on May 7, 2005 04:46 AM writes...

RPM: Agreed that testis expression does not necessarily imply spermatid expression, but there have been a number of studies out in the last few years suggesting that the majority of genes *specifically* expressed in testis are in meiotic and post-meiotic (spermatid) germ cell stages.

The one that comes top of the dataset, protamine, is a case in point. It would be good to go through the list and check, at the least.

Agreed they have good evidence for positive selection - my point is rather that depending on the manner in which genes are expressed, the degree of positive selection may not be as strongly correlated with reproductive fitness as you'd expect.

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7. Carl Zimmer on May 7, 2005 08:33 AM writes...

I didn't realize I had linked to the summary instead of the paper itself. It's here.The link in the article is also fixed.

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