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James A. Shapiro

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Evolutionary Lessons From Superbugs

Posted: 01/08/12 05:04 PM ET

Virulent drug-resistant "superbugs" are back in the news. We have a lot to learn from these small but smart creatures. To the dismay of many in the pubic health field, the FDA just dropped plans to enforce a 1977(!) decision to limit the use of antibiotics in animal feed, which facilitates the emergence of antibiotic-resistant pathogens. A December 23, 2011 article in Wired by Maryn McKenna ("FDA Won't Act Against Ag Antibiotic Use") and a December 27, 2011 New York Times blog by Mark Bittman ("Bacteria 1, F.D.A. 0") tell the story. I'll leave it to others to discuss the political ramifications of this disastrous (in)action. Here, we'll look at it as another reflection on public misunderstanding of modern evolutionary science.

How do bacteria acquire antibiotic resistance? How do they become pathogens? We currently know a great deal about the genetic basis of these critically important bacterial properties. We also know how resistance and virulence are acquired and spread to new species. The story of how we came to this knowledge is a fascinating and instructive chapter in the history of science -- it illuminates the insight that scientific "fact" consists of more than experimentally confirming hypothetical predictions.

In the early days of molecular biology, bacterial geneticists applied conventional evolutionary concepts from the pre-DNA period to explain the evolution of antibiotic resistance. The theory was that mutations could alter the structure of cell components and either block entry of the drugs into the bacteria or prevent their action on cellular targets, such as the enzymes essential to cell wall synthesis. Even if the initial mutation did not confer a high degree of resistance, accumulation of several sequential changes would result in resistance to the antibiotic levels used in clinical medicine. Indeed, a wide variety of laboratory experiments confirmed this theory, and bacterial geneticists isolated the predicted mutant strains. In virtually all cases, the resistant mutants grew less well than the parental sensitive bacteria, leading to the comforting conclusion that resistant bacteria would not significantly accumulate in nature. The degree of confidence was so great that the U.S. Surgeon General in 1967 declared that "the war against infectious diseases has been won" (Fauci 2001).

There were problems both with the science and the new public health policy based on it. The Surgeon General "misunderestimated" the bacteria, which followed their own evolutionary rules and did not listen to what the scientists said they should do. Although experimentally confirmed, the mutation theory of antibiotic resistance failed to account for most cases in the real world. Resistance continued to spread among bacteria isolated in clinics around the globe. Even more ominously, different strains of pathogenic bacteria increasingly displayed resistance to more than one antibiotic at a time. Research pioneered in Japan found that multiple antibiotic resistances could be transferred simultaneously from one bacterial species to another (Watanabe 1967). The DNA agents responsible for this transfer are circular molecules that are called multidrug resistance plasmids, which can move from one cell to another (Clowes 1973; Novick 1980). Moreover, the resultant multiply resistant bacteria were not altered in their cellular structures or inhibited in their growth properties. Rather, they had acquired new biochemical activities that could destroy or inactivate the antibiotics, chemically alter their targets, or remove them from the bacterial cell (Davies 1979; Levy 1998).

Multiple antibiotic resistance clearly represented genome change and evolution of a type unimagined in the pre-DNA period. DNA molecules could be transferred "horizontally" between unrelated cells rather than inherited from ancestral cells. Moreover, horizontally transferred DNA could carry complex sets of genetic information encoding multiple distinct biochemical activities. Evolutionary leaps involving several characteristics at once could occur through horizontal DNA transfer.

Over time, it became increasingly clear that bacteria and other microorganisms engage in a great deal of horizontal DNA swapping. In addition, these small cells have an ample toolbox of natural genetic engineering mechanisms to incorporate and rearrange this horizontally acquired DNA (Miller 1998; Shapiro 2011). In the early 1980s, two obscure French-Canadian microbiologists published a book called A New Bacteriology, postulating a radically different approach to thinking about bacterial evolution (Sonea and Panisset 1983). Sonea and Paniset argued that bacteria have a huge collective genome distributed throughout nature in different kinds of cells, in viruses and latent in the environment. When a new ecological niche appears, bacteria can assemble the genomic assets they need to exploit the opportunity.

Subsequent research has bolstered Sonea and Paniset's initially outlandish idea. First of all, we know that bacteria have all the abilities they need to acquire DNA from the environment, from viruses and from other cells. Secondly, detailed study of many bacterial characteristics, especially pathogenicity (the ability to cause disease) and virulence, indicate that they are encoded by plasmids or by critical segments of the DNA, so-called "genomic islands" (Hacker and Carniel 2001; Juhas, van der Meer et al. 2009). The sequences of genomic islands show that they have been acquired from unrelated organisms and integrated into the cellular genome by natural genetic engineering methods. (Future blogs will explore these methods in more detail.) Finally, the new field of "metagenomics" (viz. isolating and analyzing mass DNA samples collected directly from the environment) has demonstrated that there are vast ecological reservoirs of viral and other extracellular DNA encoding many properties useful to bacterial cells (Gilbert and Dupont 2011).

The DNA sequences that encode molecules needed for essential virulence processes in pathogenic bacteria are most often found on plasmids and in genomic islands, indicating that they are subject to frequent horizontal transfer (Tseng, Tyler et al. 2009). These virulence molecules almost invariably include several that associate to form complex structures, which span across the membranes and cell wall that comprise the bacterial envelope. These envelope-spanning structures have proven essential to the transport of large biological molecules (so-called "macromolecules") from one cell to another. The pathogens use these molecular transport systems to inject protein and RNA molecules into cells of the host organism (whether animal or plant). In so doing, they subvert host cell regulatory circuits in a way that meets the invading bacterium's needs (Bhavsar, Guttman et al. 2007). Truly, bacteria are the smartest cell biologists on the planet because they control events in cells of higher organisms in a way that mere human scientists can only dream of imitating.

The bacteria also use these or similar macromolecular transport structures to acquire DNA from the environment or transfer DNA between cells (even to cells of plants and, at least in the laboratory, to fungus and animal cells) (Chilton 1983; Sprague 1991). These structures are further used for so-called "twitching" movement across solid surfaces (Mattick 2002) and are related to other envelope-spanning structures involved in synthesis of high-energy storage molecules and rotation of bacterial flagella (literally, "whips") for swimming through fluids (Egelman 2010; Filloux 2011). Thus, there has been a wide-ranging use and reuse of these elaborate systems in the course of bacterial evolution. Since the Intelligent Design (ID) advocates point to the bacterial flagellum as an example of an "irreducibly complex" structure that could not have evolved by Darwinian evolutionary processes (Behe 1996), they need to address how such intricate and clearly related biological inventions have come to be diversified for so many different uses. Certainly, the ID argument is greatly undermined if it has to invoke supernatural intervention for the origin of each modified adaptive structure. At the same time, it is fair to recognize that the evolutionary science community is also challenged to come up with detailed explanations for the origin and diversification of a basic complex functional design.

The genetics and genomics of bacterial antibiotic resistance and virulence teach us some fundamentally important lessons about evolution. They also pose some significant challenges to scientific explanation. The main evolutionary lessons are:

(1) Living cells are not solely dependent upon vertical inheritance for acquiring DNA encoding new traits; they can definitely acquire DNA by horizontal transfer from other cells, often of different species or even different kingdoms.

(2) Multiple genomically encoded functions can be acquired at once in a single DNA transfer event; in other words, evolutionary change can be sudden and does not have to proceed one trait or one small change at a time.

(3) Once a complex invention has arisen in evolution, it is subject to modification and adaptation to a variety of different uses, sometimes related functionally (as in macromolecular transport) but sometimes of quite different function (as in twitching and flagellar motility).

In addition to these three important lessons, the bacteria pose at least two great challenges to evolutionary science:

(I) How did the first functional envelope-spanning complex originally arise in evolution? Although we can easily reject the supernatural solution ID advocates propose in response to this question, we also have to acknowledge that we still have no clear scientific answer to it.

(II) How did the bacteria come to be such sophisticated cell biologists and evolve the capacity to produce molecules that subvert the cell control regimes of higher organisms to their own (i.e. the bacteria's) benefit? To my mind, this is a far deeper and, ultimately, far more rewarding question to pose.

Let us conclude this blog in the head-scratching mode, which is the right place for scientists to be. I am in the habit of telling students, "If you're not confused, you're not doing science" -- by which I mean: if we already know the answer, there is nothing new to learn from asking the question. Even when we think we know the answer, as in the case of bacteria evolving antibiotic resistance, nature may well have another solution we never considered. It is salutary to remember that this last point proves more often to be the rule than the exception.


REFERENCES

Behe, M. (1996). Darwin's Black Box: The Biochemical Challenge to Evolution Free Press. .
Bhavsar, A. P., J. A. Guttman, et al. (2007). "Manipulation of host-cell pathways by bacterial pathogens." Nature 449(7164): 827-834.
Chilton, M. D. (1983). "A Vector for Introducing New Genes into Plants." Scientific American 248: 50-59. .
Clowes, R. C. (1973). "The molecule of infectious drug resistance." Sci Am 228(4): 19-27.
Davies, J. (1979). "General mechanisms of antimicrobial resistance." Rev Infect Dis 1(1): 23-29.
Egelman, E. H. (2010). "Reducing irreducible complexity: divergence of quaternary structure and function in macromolecular assemblies." Curr Opin Cell Biol 22(1): 68-74.
Fauci, A. S. (2001). "Infectious diseases: considerations for the 21st century." Clin Infect Dis 32(5): 675-685.
Filloux, A. (2011). "Protein Secretion Systems in Pseudomonas aeruginosa: An Essay on Diversity, Evolution, and Function." Front Microbiol 2: 155.
Gilbert, J. A. and C. L. Dupont (2011). "Microbial metagenomics: beyond the genome." Ann Rev Mar Sci 3: 347-371.
Hacker, J. and E. Carniel (2001). "Ecological fitness, genomic islands and bacterial pathogenicity. A Darwinian view of the evolution of microbes." EMBO Rep 2(5): 376-381.
Juhas, M., J. R. van der Meer, et al. (2009). "Genomic islands: tools of bacterial horizontal gene transfer and evolution." FEMS Microbiol Rev 33(2): 376-393.
Levy, S. B. (1998). "The challenge of antibiotic resistance." Sci Am 278(3): 46-53.
Mattick, J. S. (2002). "Type IV pili and twitching motility." Annu Rev Microbiol 56: 289-314.
Miller, R. V. (1998). "Bacterial gene swapping in nature." Sci Am 278(1): 66-71.
Novick, R. P. (1980). "Plasmids." Sci Am 243(6): 102-104, 106, 110.
Shapiro, J. A. (2011). Evolution: A View from the 21st Century, FT Press Science. .
Sonea, S. and M. Panisset (1983). A New Bacteriology. Boston, Jones and Batlett. .
Sprague, G. F., Jr. (1991). "Genetic exchange between kingdoms." Curr Opin Genet Dev 1(4): 530-533.
Tseng, T. T., B. M. Tyler, et al. (2009). "Protein secretion systems in bacterial-host associations, and their description in the Gene Ontology." BMC Microbiol 9 Suppl 1: S2.
Watanabe, T. (1967). "Infectious drug resistance." Sci Am 217(6): 19-28.

 
 
 
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11:17 PM on 01/09/2012
Anyway, if someone was interested in the overall structure of what evolutionary changes are and are not possible, based on first principles, then they are way better of treating it as a mathematical discipline in the way mathematicians, information theorists and physicists are researching genetic algorithms and evolutionary dynamic systems that move on fitness hypersurfaces. I have a strong feeling that many of the more abstract points Shapiro likes to make are probably trivial insights in those theoretical frameworks, he may just not have read that research, so he will not know what has already been discovered, in the abstract, by others. That's just my guess, based in the total absense of this literature in his list. The important thing is that the theoretical research has not restricted itself to any particular representation of genetic code and the biologically possible consequences of sexual, asexual reproduction, horizontal gene transfer etc.. It looks at much broader dynamic questions that are independent of the actual systems that we can identify in nature. As such it does not suffer from any arbitrary choice of framework like neo-Darwinian's or Shapiro's interpretations and can be much more rigorous.

That, of course, has nothing to do with the question of how bacteria have actually evolved and are still evolving. The latter can only be answered by observation and there are plenty of fine examples for that type of research, Shapiro's included. I would love to hear more about that, instead of this mumbo-jumbo.
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James A. Shapiro
10:51 AM on 01/10/2012
Jonathan, If you want theoretical views of the evolutionary process, please look at the references on computer evolution at http://shapiro.bsd.uchicago.edu/ExtraRefs.Introduction.NonDNAInheritance.CellDecision-Making.shtml. The problem, of course, with trying to base theories of any natural process on first principles is that there may be principles we do not yet know or mathematical procedures we have not yet invented. That has been true in the history of the physical sciences (Newtonian mechanics and calculus) and even the biological sciences (population genetics and modern statistics). Certainly, we do not have an adequate mathematical framework for treating the operation of cell regulatory networks. Without that, one could argue that it is foolish to try to treat any biological phenomenon from a purely theoretical perspective.
02:22 PM on 01/10/2012
I appreciat the link and am glad that you are looking at the issue in such depth, after all.

I did point out that there is a huge difference between theoretical research into the dynamics of stochastic systems with selection (and a large array of imaginable recombination mechanisms) and actual observation what nature has implemented in biology.

The denial methodology as practiced by ID frequently tries to make "theoretical" claims about what "randomness" supposedly can not do. You can find me making fun of similar claims as to why the first and second laws of thermodynamics supposedly require special creation in the comments to another article.

IMHO it is therefore necessary to point out that even the theoretical description of the most restricted versions of "neo"-Darwinian mechanisms (point mutations and selection, even without any sexual reproduction or other recombination mechanism) can re-produce very robust results even for non-trivial search spaces. Of course nature didn't stop there and "invented" some rather advanced methods.

But I don't think it is any more necessary to have a full understanding of cell regulatory networks to gain an insight into the power of evolution than it is necessary to have a fully worked out theory of everything in physics for a good grip on cosmology.

Teaching that science can be robust even when incomplete goes a long way to counteract the frquently heard ID "argument" that, unless science delivers everything, it has delivered nothing.
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James A. Shapiro
11:09 AM on 01/10/2012
Jonathan, If you want to read about theoretical approaches to evolution, look at the references on computer evolution at http://shapiro.bsd.uchicago.edu/ExtraRefs.Introduction.NonDNAInheritance.CellDecision-Making.shtml . The problem with a purely theoretical approach based on first principles to any issue in science is that there are always principles we do not yet know and mathematical procedures we have not yet developed. This is true in the history of physics (Newtonian mechanics and calculus) as well as biology (population genetics and modern statistics). Certainly, we have not yet developed the right math to deal with cellular regulatory networks. In the absence of that, one may argue that it is foolish to try to treat any biological phenomenon from a purely theoretical perspective.
As for hearing more about how bacteria have actually evolved, I thought the discussion of bacterial pathogenesis, macromolecular transport and motility provided plenty of information to consider.
11:17 PM on 01/09/2012
The article would have been much stronger without any mention of ID. Unfortunaly, Shapiro seems to like to make a name for himself by positiong his research somewhere in a shadow zone between science and creationism, one, unfortunately, that he needs to create himself all the time because it simply doesn't exists on anybody else's radar maps.

None of his own research points to any non-natural phenomena, quite the contrary. So the only way he can make this shadowplay work is by pulling in references to Behe and other creationists in his articles.

I don't know what particular purpose this serves, except maybe self-promotion. Scientists generally do not make references to the supernatural as part of their work to point out how important it is that they keep working... When was the last time you heard a cosmologist say that "...dark matter is an enormous challenge to science, but it is, for sure, not made by God, however, we need to keep researching it more because... ". Because what? Because it could be?
11:03 AM on 01/10/2012
I very much enjoyed your description of the mathematical/theoretical work that is being done regarding the evolutionary framework. I do feel however that you are missing the point regarding his references to ID. Toward the end of his post he states:

"How did the first functional envelope-spanning complex originally arise in evolution? Although we can easily reject the supernatural solution ID advocates propose in response to this question, we also have to acknowledge that we still have no clear scientific answer to it."

As I see it, his mention of ID here is simply to make it clear that he does not agree with those who would attribute the existence of these complexes to an 'intelligent agent'. If you wish to see the wisdom of making this clear, you have only to go to the 'ID' blogs and read the reactions expressed there to Shapiro's blog.

His statement that "we still have no clear scientific answer to it" strikes me as an example of refreshing honesty that is so often lacking in these discussions.
02:58 PM on 01/10/2012
I don't see Dr. Shapiro as an IDologist. I simply don't think that he is doing himself and us a favour by seeking some "third way" between a supposedly "neo"-Darwinian position, represented by public lectures of people like Dawkins, who simplifies for matters of teaching, and the catering of Behe to a rather naive audience that craves for scientific "authority" that can underpin their purely religious ideas with some, however convoluted, pseudo-scientific interpretations.

By promoting his own research, which I can't judge, by referencing the complexity arguments of ID, he leaves the scientific playing field for no good reason. If his research holds up, it will, at most, re-inforce and extend "neo"-Darwinism, but it will never supersede it, just like quantum theory does not make Newtonian mechanics superfluous. It is, in reality, a very close mathematical cousin of Newtonian mechanics and it contains Newtonian mechanics as a limit. That's how it was developed in the first place.

The very same thing is true for, e.g. the concept of the tree of life. It does not stop being a good model for biology just because we now know about horizontal gene transfer between species. That's like cobwebs on the otherwise unchanged tree.

To be continued...
02:59 PM on 01/10/2012
In physics one of the major insights that good teachers will give their students early on can probably be summarized as

"I know that all physical theories are wrong all the time, and so will you after you will have finished my classes, but I will test you on all of them and I will fail you if you can't tell me how they fail, when they fail and what kind of experimental research it takes to fix those failures!"

Darwin's Finches most likely evolved their beak shapes without any horizontal gene transfer and I would bet a good deal of wine on small dogs descending from the wolf without any advanced genetic mechanism being in play, either. These are typical examples of how macroscopic changes can happen with nothing but "neo"-Darwinian mechanisms in play.

Threre is no need to emphasize that "it's still not ID" if we can find changes in microorganism that require hypothesis testing on non-neo-Darwinian ones.

Good science? Maybe. Bad science teaching? For sure.
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Zaida Adams
01:07 PM on 01/09/2012
Dear Mr Shapiro, a great read, thank you for the info. I would certainly love to know more about it, and of how research is tracking, particularly when it comes to the toolbox for natural engineering... which I see leads to your book, and hope to read. Will add it to my Amazon Wishlist! Merry days of head scratching :)
09:53 AM on 01/09/2012
This blog should be read to all of the fundies who are opposed to the science of Darwin. Most of the tea party are opposed to Darwin and other sciences such as geology and astronomy. These antidiluvians should also be asked whether they use antibiotics to cure infections or sore throats or do they just drink dirty water and hope for the best. Also, it would help if the western world paid more for meat and ate less of it.
08:01 AM on 01/09/2012
There is still the widespread misconception that "micro-evolution" is separate and unrelated to "macro-evolution".

I even heard it from the mouth of a science degreed, otherwise intelligent person. (Granted, he was educated in the 60's and 70's)

That way, see, all the right-wing-religious science-deniers can still have their lifesaving antibiotics and vaccines while bashing Darwin and the liberal evolutionists.
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Crisdean Wulver
"Deficits don't matter." --- Dick Cheney
06:05 AM on 01/09/2012
Here's another example of conservative philosophy at work. Putting antibiotics in animal feed isn't necessary, but it increases the overall survival rate of animals. So it mainly serves to slightly increase the profit margins of businesses that raise animals.

But the drug-resistant "superbugs" that could result from the practice present a potentially huge risk to human society. A single superbug, in the worst case scenario, could wipe out millions of people or millions of animals.

Because business interests are the closest thing to God for Republicans, they spare no effort to help broaden their profit margins by the narrowest of percentage points, even it poses a severe risk to greater society. It's not beyond possibility that one day a superbug could wipe out virtually all of humanity.

Why do we take this risk? Because it can add a few percentage points to the profit margins of businesses that raise animals. The risk isn't worth it. But that's the way conservatives think.
08:07 AM on 01/09/2012
Prophylactic feeding of antibiotics not only increases the survival rate, but the weight gain and / or milk/ egg productivity.

The profit bump is significant, particularly in an industry where the producers (farmers) have been squeezed by their buyers into astonishingly low profit margins. Many are now essentially share-croppers on their own lands, eternally beholden to the "company store". It mirrors the antebellum plantation arrangement, in many ways.

The impetus for change will have to come from us, the consumers.

We must clamor for safer, more wholesome, and more sustainably and humanely produced food.

And we must be willing to pay more for it.
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Crisdean Wulver
"Deficits don't matter." --- Dick Cheney
10:47 AM on 01/09/2012
I agree with every point in your comment. The whole system is screwed up. But it doesn't change the fact that the reckless use of antibiotics could potentially one day lead to a plague that wipes out all of humanity. That's a pretty big risk, and a potentially permanent and fatal one compared to the temporary benefit we are describing, no matter how badly people who raise animals need the slim profit margin.
11:06 AM on 01/09/2012
There may be a link between antibiotic use and weight gain in humans too.

http://www.nytimes.com/2011/11/01/health/scientist-examines-possible-link-between-antibiotics-and-obesity.html
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05:34 AM on 01/09/2012
As these superbugs have not evolved, but been Intelligently Designed - I suggest we should appeal to their sense of morality. It's only logical, after all.
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Crisdean Wulver
"Deficits don't matter." --- Dick Cheney
06:05 AM on 01/09/2012
That's one of the dumbest quips I've ever heard.
11:02 AM on 01/09/2012
Every so often newly discovered scientific facts run counter to what we would like to be true. We have a choice: we can investigate them, see what evidence supports them etc. or we can dismiss them with a sarcastic comment. The latter approach does not seem geared to the advancement of knowledge.
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11:01 PM on 01/09/2012
Intelligent Design isn't geared to the advancement of knowledge. Quite the opposite, I would have thought.
04:01 AM on 01/09/2012
It's obvious that the not-so-old Darwinian fairy tales of common descent and evolution strictly by mutations have been thoroughly and decisively falsified. Who would have thought? Common descent and mutations were the proof positive of Darwinian evolution just a few years ago and many evolutionists continue to preach them as facts, as I write. But, not to worry, Darwinian evolution will survive by evolving into something else. There is never any lack of just-so stories to tell the faithful.
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doriath22
Born-again Jacobin. Robespierre had the right idea
05:47 AM on 01/09/2012
Did you even read the article?
12:17 PM on 01/09/2012
Too many hard words. And concepts.

"Goddidit" is so much easier.
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UnderTheHedgeWeGo
Show me some evidence.
01:09 PM on 01/09/2012
There is nothing in this article to support your conclusion. Horizontal gene transfer is well known. All it says is that a trait that EVOLVED in one species can be transferred to another species. It is still an evolved trait. We can discuss HOW animals evolved, but there is no doubt that they DID evolve.
01:36 PM on 01/09/2012
You can jump up and down and foam at the mouth as much as you want but horizontal gene transfer is not common descent. But who am I kidding? Common descent has always meant multiple inheritance, right?
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AtlanticEastWest
"We have met the enemy and he is us."
01:11 AM on 01/09/2012
"the FDA just dropped plans to enforce a 1977(!) decision to limit the use of antibiotics in animal feed, which facilitates the emergence of antibiotic-resistant pathogens."

Talk about protecting the nation how does the patriot act work on this one?

BinSuperBug is hatching soon ;o)
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Fuddgate
Some assembly required
12:27 AM on 01/09/2012
I have long considered bacteria to be far more astonishing than they are ordinarily believed to be. Just think of Mitochondria, which are vital to animal existence! I wasn't born yesterday. I have a BS in Genetic Biology from Purdue! I have always said no to antibiotics whenever possible. Cancer runs in my family and I have every reason to be paranoid of quacks who claim to have the answer to prevent this disease. My recent reading of "The Immortal Life of Henrietta Lacks" did nothing to relieve my anxiety. That book was awesome. HeLa cells. What an amazing story.
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11:08 PM on 01/08/2012
Well, that didn't take long. Now you're entertaining ID creationism in the new science section?
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blueshield
11:24 PM on 01/08/2012
On closer reading, you'll see it was definitively buried.
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02:00 AM on 01/09/2012
If you mean that the suggestion that ID can't rely on supernatural claims, that isn't saying much. They have long (jokingly) entertained aliens.
11:19 AM on 01/09/2012
Ideas which run counter to our cherished metaphysical beliefs can indeed be distressing. Attaching pejorative labels to such ideas may be emotionally satisfying, but does nothing toward establishing the veracity or lack thereof of the ideas.
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02:55 PM on 01/09/2012
You succeeded at being vague so well, I have no idea what you commenting on. Congrats.
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blueshield
10:47 PM on 01/08/2012
Clearly, our evolution of sensible antibiotic policies is much less sophisticated, reliable and timely than the bacteria.

Presumably, this is why sentience is such a very, very rare attribute. And, if we keep on using it as noted, likely a very short-lived one.
09:38 PM on 01/08/2012
Since learning about the ice-nucleating bacteria that may be migrating around the world on clouds, I've begun to wonder if the whole earth isn't one giant bacterial computer.

Estimates are that the bacteria in my body outnumber human cells 10:1, and DNA base pairs by 100:1.

I'm interested in quorum quenching as a strategy for inhibiting virulence. It seems like a mechanism less likely to select for resistance since it doesn't have to kill any bacteria.
07:26 PM on 01/08/2012
I think that the cre/vo debate causes scientists to make a huge mistake by posturing them into assuming that the appearance and evolution of life doesn't serve some practical purpose in the natural thermodynamic process of the ecobalance that brought in into existence.