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DNA-rainbow, A New Vision of Human Chromosomes

An anonymous reader writes "Two scientists have rendered amazing pictures using datafiles from the human genome project. They assigned different colors to the DNA and rendered images showing interesting patterns and strange structures of our chromosomes. It might be a groundbreaking new idea for displaying and maybe better understanding our genes. With its fascinating pictures it is a beautiful mix of science and art."

161 comments

  1. Magic Eye? by SinVulture · · Score: 5, Funny

    No matter how hard I try, I can't see the sailboat!

    1. Re:Magic Eye? by Anonymous Coward · · Score: 0

      Really? I can see the poor sysadmin who just got his sorry ass paged out of bed to figure out why the webserver just barfed.

    2. Re:Magic Eye? by advocate_one · · Score: 4, Informative
      for the bemused... here's the reference...

      Little Girl: [looking at a Magic Eye poster] Wow. It's a schooner.
      Willam Black: Ha ha ha ha. You dumb bastard. It's not a schooner... it's a Sailboat.
      Little Boy: A schooner IS a sailboat stupid head.
      Willam Black: [becoming enraged] You know what. There is NO Easter Bunny. Over there, that's just a guy in a suit.
      --
      Donald 'Duck' Dunn: We had a band powerful enough to turn goat piss into gasoline.
    3. Re:Magic Eye? by Anonymous Coward · · Score: 0

      I was a bit worried when they say to stare at the circle in the middle of one of the pics, that the goatse guy was going to pop out in all his glory.

    4. Re:Magic Eye? by Anonymous Coward · · Score: 0

      I can do the same with random() and putpixel()

    5. Re:Magic Eye? by spun · · Score: 1

      I love Kevin Smith, but am I the only one who thinks every line of dialogue in his movies sounds like something Kevin Smith would say? I watch his movies, and even as I'm laughing my ass off, I can't help but be reminded of the scene in Being John Malkovitch where John goes inside his own head. To me, the dialogue sounds like this:

      Kevin: "Kevin Smith? Kevin smith kevin smith!"
      Mr. Smith: "Kevin kevin smith smith, kevin smith kevin smith."
      Kevin: "Smith, kevin. Smith kevin smith smith kevin kevin smith."

      --
      - None can love freedom heartily, but good men; the rest love not freedom, but license. -- John Milton
  2. Lame by nacturation · · Score: 4, Informative

    This is the same principle as the Bible Code which has been shown over and over to be rubbish. If you line things up in various ways you can find just about any pattern you want given sufficiently long input.

    --
    Want to improve your Karma? Instead of "Post Anonymously", try the "Post Humously" option.
    1. Re:Lame by Yvanhoe · · Score: 1

      The article is slashdotted so I can't say for sure. But isn't this representation aiming at helping recognize and differentiate two genomes instead of finding information in it ?

      --
      The Wise adapts himself to the world. The Fool adapts the world to himself. Therefore, all progress depends on the Fool.
    2. Re:Lame by nacturation · · Score: 1, Troll
      Check out the article on MirrorDot -- quoting from the page:

      We took the genetic code from huge data files and assigned a color to every of the four bases. Then we rendered these fascinating pictures, showing the genetic code of humans in color. You can see crazy structures and strange patterns in the images, best viewed when shutting your eyes just a little bit. Click on a link to a chromosome above and use your imagination to get a new view of your genes. Sounds like junk science to me.
      --
      Want to improve your Karma? Instead of "Post Anonymously", try the "Post Humously" option.
    3. Re:Lame by Anonymous Coward · · Score: 1, Interesting
      Ever seen the movie pi?
      Unfortunately Slashdot will not render:

      &#928
    4. Re:Lame by mwvdlee · · Score: 4, Insightful

      Sound like they're claiming they made nice pictures using the genome data to generate them. Nothing more. Humans tend to see patterns in everything, it's in our nature. So no wonder we see patterns in those pictures. We'd probably see patterns in them if the input was purely random data.

      --
      Slashdot social media options: AIM, ICQ, Yahoo, Jabber and Mobile Text. Why no MySpace?
    5. Re:Lame by Logopop · · Score: 1

      Nah, not lame, since they don't really try to put a lot of interpretative meaning into it. Maybe someone should make an app to take the dataset and vary the line length (width of the images) to look for more vertical patterns (which also will only have artistical meaning)? I would also like to play the data as a wav with different pitch. Endless possibilities...

    6. Re:Lame by Anonymous Coward · · Score: 5, Insightful

      Well, no, it isn't.

      The Bible Code people claimed that their ability to find patterns in a particular text of a particular religion both validated the truth of that religion and also allowed predictive ability on world events.

      These guys are saying, "Hey look, if you display a bitmap representation of genomes, they look pretty."

      I am sure that you can see the difference between these two claims.

    7. Re:Lame by $RANDOMLUSER · · Score: 2, Interesting

      Mendeleev notwithstanding.

      --
      No folly is more costly than the folly of intolerant idealism. - Winston Churchill
    8. Re:Lame by gnalle · · Score: 3, Informative

      The two scientists have invented a nice way of visualizing repeated sequences in DNA, but the results are hardly controversial. They are doing something along the following lines: pixel(x,y) = getcolor(DNAsequence(x + 256*y))

    9. Re:Lame by LordVader717 · · Score: 1

      They're not claiming otherwise. They made it clear that the structures depend on the width of the rendered image, and only touched upon the idea that information might be modulated in genetic code, a theory which has been about for much longer.

      Ever seen a few "maps" of the Internet? Completely pointless, but it helps people to visualise the scope of the whole thing, even though they can't do anything useful with it. It's mainly art, but it also shows us something we can't understand in a way that is more human than a set of repetitive characters spread over pages.

      I mean, you can see a human as a bitmap image, that's gotta be cool, hasn't it?

    10. Re:Lame by Anonymous Coward · · Score: 0

      Sound like they're claiming they made nice pictures using the genome data to generate them. Nothing more. Humans tend to see patterns in everything, it's in our nature. So no wonder we see patterns in those pictures. We'd probably see patterns in them if the input was purely random data. Bullshit! I've seen these patterns before during a 48 hour Quake 3 deathmatch a couple of years back. After about the 20th Jolt soda the screen went fuzzy and then I saw this pattern. It is proof that humans were designed by a Creator--to play Quake!

      The major discontinuity on the second graphic ("Interesting pattern") is me sniping some poor bastard with a rail gun while camping, the third image is a detailed run through on how to rocket jump in Quake 2, and the first one is the NIN soundtrack to the original Quake.
    11. Re:Lame by SengirV · · Score: 1

      He who defines the scale(x and y axis), defines the patterns.

      --

      Prof. Farnsworth - "Oh a lesson in not changing history from Mr I'm-My-Own-Grandpa!"

    12. Re:Lame by hemorex · · Score: 1

      Isn't duplication one of the most common mutations? We should see some repetition then, I would think...

    13. Re:Lame by PatrickThomson · · Score: 1

      I thought the whole point of the "Bible Code" was that they found certain patterns that went away with, say, the same amount of text taken from the hebrew translation of "war and peace", or the old testament with every 1000'th letter swapped around, and lots of other collections of 250k hebrew characters. None of them had this certain series of patterns in them (I will personally verify this at some point, but for now I'm not strongly defending it because they could just be lying.)

      Ok, so they could just have done a thousand patterns until they found one unique to the torah, but that's not what the common detractors say, which is the ignorant response of "oh, if you randomise it enough anything'll fall out."

      Oh, and in the original book about it, they specifically denied the ability to predict the future.

      --
      I am one of many. My idea is not unique, nor do I expect my voice alone to sway you. I speak in a chorus of opinion.
    14. Re:Lame by Bob-taro · · Score: 1

      Actually, I found the maps of the internet to be far more interesting and full of information. You can get some idea of how interconnected it is, what domains have the most nodes ... okay, maybe not so useful, but at least interesting. I don't know if they could do anything that interesting with a dna sequence, but these pics look like pure "static", and it just seems like they could have done better if they were looking for repeating sequences. For example, they could run it through an algorithm that builds a string table (like lzw compression) and keep a count of repeated strings, then make an image based on that.

      --
      Prov 9:8 Do not rebuke mockers or they will hate you; rebuke the wise and they will love you.
    15. Re:Lame by X0563511 · · Score: 1

      So, somebody attaches a visualization to an incredibly complex natural system. Surprise surprise, the image appears fractal.

      Wake me up when they find the differential equations governing DNA.

      --
      For large sets, this will be our guide even unto death, for the LORD will work for each type of data it is applied to...
    16. Re:Lame by John+Newman · · Score: 1

      We'd probably see patterns in them if the input was purely random data.
      The input is random, so we are seeing patterns. A chromosome is linear. These guys wrapped that single long line into a box. Where they put the line breaks is completely arbitrary. Any patterns that you see must be formed by interesting "stacking" of lines together, and that effect is arbitrary. Pretty pictures, but utterly meaningless.

      Kinda simple, too. Besides downloading the 40GB or so of genomic data from NCBI, all they needed were like four lines of code:

      while (sequence) {
        for (i = 0, i++, i < linelength) {
          if sequence == A, then print blue
          if sequence == G, then print red .... etc
        }
        newline
      }
      I think it's a little amusing that they ask for job interviews at the bottom of the page. :)
    17. Re:Lame by Angst+Badger · · Score: 2, Interesting

      Well, it's a bit more than that. It's plainly structured data, and that's what's interesting. If you plot random data in a graphic, it looks very different than if you load a program or a structured datafile into video RAM. These plots, or at least parts of them, look very much like programs. Now, I wouldn't read anything more into it than that it is indeed structured, any more than I could distinguish between a graphical representation of a word processor versus a billing package, but it is definitely not, as some skeptics here have suggested, random in its appearance.

      --
      Proud member of the Weirdo-American community.
    18. Re:Lame by Anonymous Coward · · Score: 0

      Your post is vague and fluffy. I found the skeptic dictionary's entry on Bible Code much more informative.

    19. Re:Lame by ukyoCE · · Score: 1

      Are you trying to suggest that there ARENT really patterns in DNA? DNA is not random data that people are "making up" patterns out of. It is also not structured data (like the bible), that people are trying to find sub-meaning within. DNA is essentially byte code for creating and running entire organisms. It's highly structured, and we understand relatively little about it.

      Visualizing this data allows us to use our eyes to search for patterns. Which is actually a great idea, considering how good our eyes are at finding patterns that computer scientists are still struggling with. Just look at captchas as an example. Why NOT use a tool to study DNA that can in many ways operate better than modern machines?

    20. Re:Lame by Conspiracy_Of_Doves · · Score: 2, Interesting

      Amusing aside:

      Using the Bible Code method, you can find a 'prediction' of the death of Princess Diana in the book 'Moby Dick'

      Also, Genesis contains the phrase "Darwin got it right"

    21. Re:Lame by COMON$ · · Score: 1
      If you want cool genetic pictures you should check this out. http://www.dna11.com/

      I would love to get something like this done for my wife. Of course I would need to remove my tinfoil hat and not think about how they could just be gathering dna samples for the genetic superarmy.

      --
      CS: It is all sink or swim...oh and did I mention there are sharks in that water?
    22. Re:Lame by AaronStJ · · Score: 1

      Did, you, by any chance, actually look at the pictures? The patterns they refer to (and that appear on the first page of TFA) are pretty clearly more than just random patterns. Sure, much of it is noise, but there are long sequences that repeat, and the pictures make it clear. The overall "color" (literally and figuratively) of some of the crops also make it clear some one chemical dominates the others in many parts of the DNA sequence.

      Sure, I agree that any time someone purpose to find a special pattern in a long sequence of nearly-random data, it's worth being skeptical. But it would be foolish to thing there wouldn't be patterns found in DNA. And this method makes some of them very plain to see.

      --
      Stupid like a fox!
    23. Re:Lame by Fred_A · · Score: 1

      I mean, you can see a human as a bitmap image, that's gotta be cool, hasn't it?
      Aftar all, bitmaps of human images are among the most popular kind of content found on the network.

      Um. Or did you mean something else ?
      --

      May contain traces of nut.
      Made from the freshest electrons.
    24. Re:Lame by eli+pabst · · Score: 1

      Not exactly the same comparison. We've known for a long time that there are the large repetitive regions in the genome (things like huge alu repeats or arrays of psuedogenes). The very nature of the genome is that much of it was created by "copy and paste" types of mechanisms, so it's not surprising to see that effect when you view the genome in this manner. I think it's interesting in more of a "wow that looks neat" fashion, rather than any new insights. They do mention that they're not sure what some of the patterns are, so it might be interesting in trying to find out what those specific unknown patterns are, but the fact that there are patterns isn't anything new.

    25. Re:Lame by mqsoh · · Score: 1

      Sometimes when I want to draw something and I can't decide what to draw I'll open The GIMP, render some noise and stare at it until I see an interesting drawing in it. It works even better with the sort of bathroom stalls that have the tiny flecks of color all over them. When I'm on the toilet at home, I read - at work I don't need to, because the stalls are entertaining enough.

    26. Re:Lame by x-caiver · · Score: 1

      My wife and I got one of these made. My side is red, orange and black, her side is orange, red and black. The walls in our kitchen are red, and the cabinets are black - it looks really cool in my personal opinion. A side bonus is that we were 2 of the first hundred people to get them made!

      It was really pricey, so its the only piece of art we've bought for our house, but it looks cool and is unique so I think it was worth it.

    27. Re:Lame by hyc · · Score: 1

      Agreed it's lame, but not just for those reasons.

      There are 4 bases, yes, but they can only form in specific pairs. Adenine can only pair with Thymine, and Cytosine can only pair with Guanine. So there's really only two values. In other words, the two possible base pairs can be represented as the two possible values of a binary digit - a bit. Instead of using 4 colors to represent the DNA, only two are actually needed, assuming you use one base-pair per pixel. But really, looking at a 100 million bit long bitstring as individual bits is pretty stupid.

      Nobody analyzes machine code in binary, we cluster the bits together and represent them as hex or octal digits. The right way to assemble this data, for the purposes of visualization and pattern recognition, would be to cluster the bits together, so you could reduce the total pixel count to something viewable all at once on an available display. Going to a full 24 or 32 bits per pixel would be self-defeating, because you'd be at or beyond the human eye's shading resolution. You want to condense the data enough to make it displayable, but not so much that the gradations in data are no longer discernable. 8 or 16 bits per pixel would be the goal. Then instead of needing a 200 megapixel display, you only need a 1 megapixel display, which is well within most people's reach.

      --
      -- *My* journal is more interesting than *yours*...
    28. Re:Lame by COMON$ · · Score: 1

      glad to hear you thought it was worth it. I wanted to do something similar for an anniversary then subsequently for each kid. Given the prices of artwork that I have in mind for our house to collect throughout the years this didn't seem too pricey, great conversational piece I would think though!

      --
      CS: It is all sink or swim...oh and did I mention there are sharks in that water?
  3. Reminds me of the Bible Code by Fred+Ferrigno · · Score: 0, Redundant

    If you put enough random data together, you're bound to see patterns every once in a while. I bet you didn't know God scribbled pictures in the Bible, too.

    1. Re:Reminds me of the Bible Code by QuantumG · · Score: 2, Funny

      Great, now I'm gunna be on that site trying to find a Flying Spaghetti Monster.

      --
      How we know is more important than what we know.
  4. I dunno... by Anonymous Coward · · Score: 1, Funny

    I tried banging the side of my computer, but all I see is static. Something must be wrong with the rabbit-ears on my modem.

    1. Re:I dunno... by p3lvicthrust · · Score: 1

      Whoa, looks like those things need a serious de-frag.

  5. Your chromosomes... by Riktov · · Score: 5, Funny

    ...are heavily fragmented. This could degrade performance in creating offspring.

    Would you like to optimize your chromosomes?

    [Yes] [No] [Cancel]

    1. Re:Your chromosomes... by pubjames · · Score: 1

      Actually your chromosomes do fragment as you get older. It's possible that in some distant future we will contain nanobots to "defrag" our chromosomes.

    2. Re:Your chromosomes... by Loke+the+Dog · · Score: 1

      Well, they do that pretty well themselves, being self repairing and all, don't they?

    3. Re:Your chromosomes... by juhaz · · Score: 1

      They try, but don't do a very good job at it. Ever heard of cancer?

    4. Re:Your chromosomes... by kypper · · Score: 1

      Or just plain aging. Slowly, but surely our telomeres (the junk tails on the ends of our DNA) get eroded, and eventually the chromosomes themselves begin to degrade. Since most of our cells are not meant to divide frequently, most don't express telomerase to repair the damage.

  6. Hey, baby. . .. by gardyloo · · Score: 5, Funny

    Taste the rainbow!

  7. DNA-rainbow by Anonymous Coward · · Score: 0, Troll

    DNA-rainbow
    I didn't RTFM-- did they just find the gay gene or is this a dupe about finding the flamboyant gene?
    1. Re:DNA-rainbow by Anonymous Coward · · Score: 0

      This isn't a troll, it's a social commentary on the whole idea of a "gay gene."

      Mod parent up.

  8. I see no patterns! by Bob54321 · · Score: 1

    Only a white page with nothing on it...

    --
    :(){ :|:& };:
    1. Re:I see no patterns! by cepler · · Score: 1

      Stop looking at MY chromosomes!

  9. Oops by tehSpork · · Score: 5, Funny

    It looks like the DNA has been Slashdotted.

    Hopefully the next version will have developed a natural defense mechanism to handle the strain Slashdot puts on servers. :)

    1. Re:Oops by empaler · · Score: 1

      Hell, it's fast. It already evolved to being up, and now it wants authentication before allowing stuff in. That's even stronger than AB positive immune defenses!

    2. Re:Oops by Anonymous Coward · · Score: 0

      Hopefully the DNA will also develop a resistance to strained humor.

      :-<

    3. Re:Oops by sa1lnr · · Score: 1

      "It looks like the DNA has been Slashdotted."

      Does anyone else see a pattern forming here? ;)

  10. Worthless by Anonymous Coward · · Score: 0

    This is about as useful as assigning a different colour to every ASCII character and then viewing the works of Shakespeare, arbitrarily wrapped at 3500 characters. It's not beautiful, it's not insightful, and it's not worth anyone's time.

    1. Re:Worthless by mr_pins · · Score: 1

      >This is about as useful as assigning a different colour to every ASCII character and then >viewing the works of Shakespeare, arbitrarily wrapped at 3500 characters.

      Wow, I'd love to get a look at those Shakespeare pix. Can you post a link? ;)

      Seriously, you are absolutely right. Except for this part:

      >It's not beautiful, it's not insightful, and it's not worth anyone's time.

      Granted, it's goofy kid stuff (I did precisely this kind of thing on my C64 when I was 12 years old), but it is kinda fun to look at the patterns and wonder. (Which, of course, is why I did it.)

  11. Arrgh! by Anonymous Coward · · Score: 3, Funny

    My genes! They've been slashdotted!

    I need tissues!

  12. Good Science/Art websites? by Anonymous Coward · · Score: 2, Interesting

    Actually, does anybody have other good Science/Art websites they can share? I remember having a book, "On the Surface of Things" I think, that basically had lots of colorized/slightly manipulated images from science and technology. Some the shots were magnificient, surprising,and intriguing all at once. I had always thought that sort of thing would be a good tool for educators to get children (or adults) more interested in science. On a side note, I also wanted to set up a website community to bring together artists and scientists to see what how they might collaborate. Never got around to it of course, but has anyone seen anything similar?

    1. Re:Good Science/Art websites? by vonmeth · · Score: 5, Informative
    2. Re:Good Science/Art websites? by rkaa · · Score: 1
      Don't know about "good", but the old bomb project came to mind: http://draves.org/bomb/
      The Really Paranoid Reader might wish to investigate which piece of music created this one.

      On a related note (all pun intended), it would be interesting to synthesize the chromosome images to sound.
      Perhaps fragments of interesting music might be lurking there. Something to listen to while jaywalking with your iPod anyway. It would add that extra dimension to a Darwin award :)

    3. Re:Good Science/Art websites? by LordVader717 · · Score: 1
    4. Re:Good Science/Art websites? by Feynman · · Score: 1
    5. Re:Good Science/Art websites? by winterlens · · Score: 1

      My cousin has a friend who does science art: http://www.kevinvanaelst.com/art.html is the site.

    6. Re:Good Science/Art websites? by sweepkick · · Score: 1

      Seconded... I have the Astronomy Picture of the Day set to my homepage for all of my machines. Great great pictures every day. In fact, one of the most breathtaking pictures I've seen there was just put up the other day:

      http://antwrp.gsfc.nasa.gov/apod/ap070205.html

      Awesome.

    7. Re:Good Science/Art websites? by xerxesdaphat · · Score: 1

      http://infosthetics.com/

      Not always science stuff, but lots of cool examples of data visualisation. Updated very regularly.

      --
      The Shoes of the Fisherman's Wife Are Some Jive Ass Slippers
  13. forget RIAA by Fist!+Of!+Death! · · Score: 1

    I demand royalties

    --
    Nothing witty
  14. password needed?! by probain · · Score: 0, Offtopic

    not much use to have a slashdot story that is password protected.
    just my two cents

    1. Re:password needed?! by rucs_hack · · Score: 0, Offtopic

      its probably to halt the slashdotting.

    2. Re:password needed?! by albyrne5 · · Score: 0, Offtopic

      What's a chesticle?

    3. Re:password needed?! by mahmud · · Score: 1

      A small chest-like particle?

  15. A pattern is a patterns is a pattern by Ceriel+Nosforit · · Score: 4, Insightful

    It doesn't matter what the pattern is, nor what it means. If the pattern is there, then the pattern is there. What does matter is what you DO with the pattern, and maybe why it is there.

    Any pattern can be modeled in an algorithm, and from this algorithm it can be extrapolated. A set of data without any patterns is noise; random data. An algorithm found in a dataset speaks of a function, and understanding functions in the human genome leads to better understanding of what we truly are.

    --
    All rites reversed 2010
    1. Re:A pattern is a patterns is a pattern by sporkme · · Score: 5, Insightful
      Referencing the earlier mentioned movie, Pi:
      Sol Robeson:

      Hold on. You have to slow down. You're losing it. You have to take a breath. Listen to yourself. You're connecting a computer bug I had with a computer bug you might have had and some religious hogwash. You want to find the number 216 in the world, you will be able to find it everywhere. 216 steps from a mere street corner to your front door. 216 seconds you spend riding on the elevator. When your mind becomes obsessed with anything, you will filter everything else out and find that thing everywhere.
      Just that a pattern exists does not give meaning to the pattern. The Golden Rectangle was applied to the human body by Da Vinci and others, but no great significance can be discerned except that vertebrates tend to be symmetrical. The heavens did not burst forth as our creator revealed himself. The DNA pattern is more of the same - searching for patterns tends to yield them eventually.
    2. Re:A pattern is a patterns is a pattern by radtea · · Score: 2, Insightful

      An algorithm found in a dataset speaks of a function, and understanding functions in the human genome leads to better understanding of what we truly are.

      An algorithm found in a dataset speaks of imperfect compression.

      As to "what we TRULY are", we are everything that we are, neither more nor less, in all our messy complexity. Reductionism generates epistemological convenience, not metaphysical revelation. Although Platonists in reductionist clothing have been overstating their case for centuries.

      --
      Blasphemy is a human right. Blasphemophobia kills.
    3. Re:A pattern is a patterns is a pattern by VirusEqualsVeryYes · · Score: 1

      Upon further Googling (I've had enough for a couple months by now), I find it extremely interesting (telling?) that so many of these "sightings" are for sale. If it's small enough to easily ship, it's probably on eBay. Are we to believe that these people really believe their holy savior has sent them a holy sign, only to turn around and sell their very idol through a very unholy site for a couple hundred unholy bucks?

      Then again, the two guys responsible for the creation of the linked story make it no secret that they're looking for a job. Come to your own conclusion, but it looks to me like there's some serious doublethink going on here.

    4. Re:A pattern is a patterns is a pattern by CaffeineAddict2001 · · Score: 1

      Aww man, you forgot the best part of that quote:
      "As soon as you discard scientific rigor, you're no longer a mathematician, you're a numerologist."

    5. Re:A pattern is a patterns is a pattern by Anonymous Coward · · Score: 0

      who makes sentences hard to read and irritating? Oh it's Jesus!

    6. Re:A pattern is a patterns is a pattern by mysticgoat · · Score: 1

      The Golden Rectangle was applied to the human body by Da Vinci and others, but no great significance can be discerned except that vertebrates tend to be symmetrical.

      I'm not sure why parent post did not cite the Golden Ratio instead, since that is what Da Vinci was mostly working with. BTW, the original expression was more along the lines of "the smaller part is to the larger part as the larger part is to the whole", which implies a much broader application than the algebraic presentation in the Wikipedia article. Also, note the use of G.R. in grecian architecture and sculpture predates Leonardo by about 1500 years.

      There is certainly significance in the G.R. in that it strongly suggests there is a fractal pattern in human affairs. For instance, use of the G.R. in visual art results in consistently pleasing images whether these are representational or abstract, and this crosses cultural boundaries. G.R. might be an artifact from the way humans use some fractal method of organizing sensory processing, or it might be an indicator that our corner of the universe has an underlying fractal pattern. Either way, the existence of G.R., and that it was recognized a couple of thousand years before fractal geometry became possible, demonstrates that G.R. is in fact highly significant.

    7. Re:A pattern is a patterns is a pattern by Anonymous Coward · · Score: 0

      See this.

      Glad to take the fun out it.

    8. Re:A pattern is a patterns is a pattern by sheepweevil · · Score: 1

      The patterns that people see in those pictures are wholly dependent upon the number of pixels wide the image is. It is like the situation in Contact by Carl Sagan, when a pattern only appears in base-11 and a square is formed from the digits of pi. It would be interesting to experiment with different pixel widths and find other, perhaps clearer, patterns.

    9. Re:A pattern is a patterns is a pattern by x-caiver · · Score: 1

      That [ebay.com] can [bbc.co.uk] be [riverusers.com] applied [cbsnews.com] to [wkyc.com] sightings [nbc10.com] of [bbc.co.uk] many [optusnet.com.au] other [snafu.de] things [nbcsandiego.com]. The [ebay.com] problem [ebay.com] is [farshores.org], how [metro.co.uk] does [wkyc.com] one [jsonline.com] determine [goldenpalaceevents.com] which [pittsburghlive.com] patterns [local6.com] indicate [nbc5.com] something [nbc5.com] and [nbc5.com] which [nbc5.com] patterns [nbc5.com] are [nbc5.com] just [nbc5.com] convincing [wtol.com] illusions [reuters.com]?

      I am staring at that really hard - I know that there must be some pattern in that stream of letters, some piece of information trying desperately to get out... but I just can't see it.
  16. Mirror here ... by foobsr · · Score: 1
    --
    TaijiQuan (Huang, 5 loosenings)
    1. Re:Mirror here ... by Irish-DnB · · Score: 1

      They're pretty underwhelming alright !

      --
      If it's too difficult, I can't understand it !
  17. Re:Dirty secret of HGP by Adam+Hazzlebank · · Score: 3, Insightful

    Human genome project scans just the 'upper level'
    Yea, it's real hard to get at that 'lower level' DNA hidden right on the inside, geez.

    Things are much more complicated there. It's like their binoculars captured upper boundary of the mountain range underneath.
    I... I... don't even know how to respond to your rambling misinformed bullshit. Just No!!! That's not it! That's not it at all!
  18. Why 2D? by cookie_token · · Score: 1

    I don't think there are any meaningful patterns to be found in a two-dimensional projection of the data. Maybe there can be found something interesting if the data is arranged in three or more dimensions.

    I used to think of the DNA as a kind of a programming language for the physical laws that exist in the universe. DNA in its very basic function is a mechanism to assemble complex organic molecules from simpler molecules and / or atoms, so I'm not sure wether we can extract any information from it using a (2d/3d) spatial arrangement like in these images.

    Maybe a tree-dimensional approach reveals more details / information about the structure of our genes, maybe we even need four dimensions (i.e. include the flow of time in our considerations).

  19. Re:Retard by Gabrill · · Score: 0, Offtopic

    I dont know what yer talkin about, eh? ARe ye just trollin for the grammr coppers, or di d you just think that yer postage would actally put the fear o' God inter the submiter's braain? Braains. . . Brains . . . .

    --
    Always going forward, 'cause we can't find reverse.
  20. Meanings in randomness by gavink42 · · Score: 0

    Even if it doesn't mean anything, putting false colors onto DNA images (or, for that matter astronomy pics) could have a positive result of attracting interest in the field.

    And sometimes, they're just nice to look at!

  21. Hey, it looks like piet source code! by MrTrick · · Score: 2, Interesting

    Piet is an 'esoteric' (useless) programming language that reads bitmaps as source files.

    http://en.wikipedia.org/wiki/Piet_(programming_lan guage)
    http://www.dangermouse.net/esoteric/piet.html

    It'd be nice to be able to load the chromasomes up into the piet interpreter, and see what comes out!

    Wouldn't it be interesting, though, if it turns out that the genome could be understood as a 'program', and a specially coded interpreter could process it... ... what would the binaries do?

    1. Re:Hey, it looks like piet source code! by Anonymous Coward · · Score: 0

      The genome can be interpreted as a program, the interpreter would be the minimum cell that can use the genome. The binaries would provide you with whatever output youd want from such a simulation. Perhaps the entire stochastic simulation of a cell cycle under particular conditions or just the secreted products in a iron-poor environment.

    2. Re:Hey, it looks like piet source code! by Anonymous Coward · · Score: 0

      They would make more binaries.
      The process you refer to is known as "life".

    3. Re:Hey, it looks like piet source code! by Neeth · · Score: 2, Insightful

      Wouldn't it be interesting, though, if it turns out that the genome could be understood as a 'program', and a specially coded interpreter could process it... ... what would the binaries do?

      The genome is a program and children are it's binaries. But please do tell me more about that interpreter stuff, that seems, uhm, nice.

      --
      Yes, I am the one with the legendary sig.
  22. Seen it Before by camperdave · · Score: 1

    I've seen that before... when my TV was on an unused channel and someone started blow-drying their hair.

    --
    When our name is on the back of your car, we're behind you all the way!
  23. Searching DNA is *hard* by complete+loony · · Score: 1

    DNA is very very very difficult to search and index effectively, especially since scientists are very interested in finding sections that don't quite match.

    A good friend of mine (hi Paul) has been working on hardware and / or software searching algorithms for a couple of years now. I used to live over his back fence, and he's talked me through a couple of his ideas.

    <surprise> Oh, I see he filed a patent. </surprise> Well I can't say any of that was obvious.

    --
    09F91102 no, 455FE104 nope, F190A1E8 uh-uh, 7A5F8A09 that's not it, C87294CE no. Ah! 452F6E403CDF10714E41DFAA257D313F.
    1. Re:Searching DNA is *hard* by q-the-impaler · · Score: 1

      I used to live over his back fence, and he's talked me through a couple of his ideas.

      Hey Tim! Love your show man. Especially that guy Al.
      --
      Sierra Tango Foxtrot Uniform
  24. Near miss by The+Cornishman · · Score: 1

    This will certainly have put the authors' gizzajob plea in front of many eyeballs, and that may be its primary value. A more interesting approach to the harnessing of our pattern recognition abilities to spotting significant sequences in the chromosomes would be to display the genetic code in colours relating to, e.g. the hydrophilic/hydrophobic nature of the encoded amino acids. I agree with earlier posters; anything you spot in an arbitrarily-wrapped 4-colour mapping of bases is so far separated from a meaningful biological message that the site as it stands is just a bit less interesting than zooming in on bits of the Mandelbrot set. FRACTINT, anyone?

  25. I've seen that pattern before by bl8n8r · · Score: 2, Insightful

    It's what the data segment of your app looks like when you accidentally dump it to vga video memory.

    --
    boycott slashdot February 10th - 17th check out: altSlashdot.org
  26. Paradoelia by aepervius · · Score: 1

    Seeing structure where there isn't any Quote :

    Strange structures (close your eyes just a little bit to see more details)

    --
    C. Sagan : A demon haunted world:
    http://www.amazon.com/gp/product/0345409469/
    visit randi.org
    1. Re:Paradoelia by cnettel · · Score: 1

      Longer repetitive sequences can absolutely be visualized by something like this. Those patterns are already known. There are logical reasons (like histone length) for certain stride lengths to be more prevalent. There is nothing to see here, please move along, but this doesn't mean that all of the actual patterns are bogus. Karyograms have also been used for a long time to identify matching regions between species, and chromosomatic defects, and that's also partly related to studying GC/AT ratios to find the origin of sequences.

  27. Well... no symbol there... by denzacar · · Score: 0

    Who's ever those genes are - he or she is not on the list. Move along.

    But nice to see that they have upgraded Prof. Suresh's software to do colours.

    --
    Mit der Dummheit kämpfen Götter selbst vergebens
  28. Genetics by worst_name_ever · · Score: 3, Funny

    I don't even see the genes anymore - just blonde, brunette, redhead...

    --

    In Soviet Rush, today's Tom Sawyer gets high on you.
    1. Re:Genetics by Anonymous Coward · · Score: 0

      pay no attention to these 'hypocrites'

    2. Re:Genetics by Anonymous Coward · · Score: 0

      The genes cover the best parts.

  29. Why 2D? What happens in 3D? by 140Mandak262Jamuna · · Score: 1
    The DNA molecule and the basepairs are essentially a one dimensional pattern, i.e. series of letters or codes or symbols. The pattern they see depends on how many pixels you choose per line. Now if you rearrange the same data in 3D like a cloud of dots in a box or in 4D an animation of a cloud of dots in a box you can see even more interesting stuff. But all of it happens in the brain, you could probably get the same effect by encoding the telephone directory's list of names or the letters served up by google on a particular search term.

    If they kept the 1D data in 1D and enoded it as music or sound we could use all the technology developed in Digital Signal processing and come up with even more bizzarre stuff. For example the DNA mole could actually sound "Om bhur bhuvasuvaha, Om tats vidhuvareNyum, Bhargo dhiivasya dheemahi, Diyoyona prasaadayaad". Just have to select proper notes and pitches.

    --
    sed -e 's/Chuck Norris/Rajnikant/g' joke > fact
    1. Re:Why 2D? What happens in 3D? by Silicon+Jedi · · Score: 1
      They Tried this... They got:

      Cthulhu fhtagn, Cthulhu fhtagn! Ph'nglui mglw'nafh Cthulhu R'lyeh wgah'nagl fhtagn! Cthulhu fhtagn, Cthulhu fhtagn! Ph'nglui mglw'nafh Cthulhu R'lyeh wgah'nagl fhtagn! Cthulhu R'lyeh wgah'nagl fhtagn! Ph'nglui mglw'nafh Cthulhu R'lyeh wgah'nagl fhtagn! Cthulhu fhtagn, Cthulhu fhtagn! Cthulhu fhtagn, Cthulhu fhtagn! Ph'nglui mglw'nafh Cthulhu R'lyeh wgah'nagl fhtagn!
    2. Re:Why 2D? What happens in 3D? by Anonymous Coward · · Score: 0

      This has already been done with a part of the fruitfly genome. See Here for the story and the music.

  30. As we statisticians say by dorpus · · Score: 1

    If you stare at a graph long enough, you can make it have any pattern you want.

    There is, of course, much ongoing research in finding mathematical patterns in DNA. I had a paper published about how DNA SNPs seem to follow a Poisson process in their distribution. Does someone know a good way to visualize Poisson processes? When graphed as they do, it just looks like a sequence of randomly spaced dots.

    1. Re:As we statisticians say by Tim · · Score: 1

      "I had a paper published about how DNA SNPs seem to follow a Poisson process in their distribution."

      Isn't that pretty much what we would expect as the null hypothesis? It seems like the deviation from poisson would be the interesting phenomenon in this case....

      More specifically: if point replication errors occur randomly and without mechanistic bias (i.e. they're unrelated to chromatin structure, or some other higher-order biological process), it seems like a poisson model would be the simplest description. If the poission wasn't your null hypothesis, what was?

      Note: I am not an expert in this field, so it's a serious question.

      --
      Let's try not to let fact interfere with our speculation here, OK?
    2. Re:As we statisticians say by dorpus · · Score: 1

      If "point replication errors occur randomly and without mechanistic bias", that would imply a uniform distribution. A uniform distribution looks very different from a Poisson process (note I said process, not distribution).

    3. Re:As we statisticians say by Tim · · Score: 1

      If "point replication errors occur randomly and without mechanistic bias", that would imply a uniform distribution."

      You're being pedantic. DNA replication takes place one nucleotide at a time, with some enzymatic procession rate. In the naive model, the polymerase moves at a constant rate from nucleotides 1->N, with some small probability of a replication error, expressed as a rate per N nucleotides. So far as I know, that's a poisson process.

      Again, if you're a mathematical pedant, I suppose you could call these basic assumptions a "mechanistic bias," but I assumed that you wanted a biologist to take you seriously. There are literally dozens of ways that higher-order mechanisms could interfere with the ideal (for example, there are multiple origins of replication on every chromosome), and I wanted to know what other models you considered.

      Would you like to answer the question now?

      --
      Let's try not to let fact interfere with our speculation here, OK?
    4. Re:As we statisticians say by dorpus · · Score: 1

      Ok, I'm not sure what you're arguing. As you say, you are not an expert in statistics, so I wouldn't know how to begin refuting your "pedantic" claim.

      I'll say that the paper was taken seriously enough to be published.

      Journal of Genetic Epidemiology
      November 2006
      A scan statistic for identifying chromosomal patterns of SNP association (p 627-635)

      http://www3.interscience.wiley.com/cgi-bin/abstrac t/112715921/ABSTRACT

    5. Re:As we statisticians say by Tim · · Score: 1

      "As you say, you are not an expert in statistics, so I wouldn't know how to begin refuting your "pedantic" claim."

      Did I say that? Because that would be odd, considering that I'm very near the end of a PhD in computational biology.

      Don't be a jerk. There are other smart people in the world who might actually understand your Special form Unique Genius.

      --
      Let's try not to let fact interfere with our speculation here, OK?
    6. Re:As we statisticians say by Tim · · Score: 1

      "Ok, I'm not sure what you're arguing. As you say, you are not an expert in statistics, so I wouldn't know how to begin refuting your "pedantic" claim. I'll say that the paper was taken seriously enough to be published."

      Uh...yeah. Did you even bother to read your own manuscript? From the methods:

      "Given that the number of SNPs...is more likely to exponentially distributed, rather than uniformly distributed on chromosomes, a Poisson approximation model was used...."

      In other words, you didn't find that SNPs are distributed according to a Poisson process, you chose a Poisson process to develop a tool (because it's a reasonable first assumption -- which is exactly what I said), and then found that the tool worked well enough as a background model (remember: your scan statistic is looking for SNP clusters that deviate from the poisson model). So the answer to my original question is quite simple: you didn't evaluate alternative models at all (other than the Fisher window method, which hardly counts).

      Now, wouldn't it have been easier to simply answer my question with a straightforward, polite response, rather than writing me off as someone who wouldn't understand your brilliant work? I said that I wasn't an expert in single nucleotide polymorphisms -- I didn't say that I don't understand sequence analysis or statistics.

      (Oh...by the way? Getting an article published in a journal is no guarantee that it's actually worth reading.)

      --
      Let's try not to let fact interfere with our speculation here, OK?
    7. Re:As we statisticians say by dorpus · · Score: 1

      Uh...yeah. Did you even bother to read your own manuscript? From the methods:
      "Given that the number of SNPs...is more likely to exponentially distributed, rather than uniformly distributed on chromosomes, a Poisson approximation model was used...."


      Are you fabricating quotes? I do not see such a sentence anywhere in the paper.

      In other words, you didn't find that SNPs are distributed according to a Poisson process, you chose a Poisson process to develop a tool (because it's a reasonable first assumption -- which is exactly what I said), and then found that the tool worked well enough as a background model (remember: your scan statistic is looking for SNP clusters that deviate from the poisson model).

      That sounds quite contradictory. If SNPs aren't distributed according to a Poisson process, then the scan statistic found those deviations. The model appeared to work quite well, as the diagnostics indicate.

      Now, wouldn't it have been easier to simply answer my question with a straightforward, polite response, rather than writing me off as someone who wouldn't understand your brilliant work?

      My initial response was polite. You chose an angry tone in your other responses.

      Did I say that? Because that would be odd, considering that I'm very near the end of a PhD in computational biology.

      You had said "Note: I am not an expert in this field, so it's a serious question."

      I've noticed some other bioinformatics types like yourself who aren't too well educated in any particular topic, so they become aggressive and make misinformed criticisms. When I was choosing grad schools, I went to a bioinformatics conference at Stanford and met a lot of unemployed bioinformatics graduates, so I steered clear from that field. But ok, I guess you're in "computational biology", the latest marketing term for the same thing.

    8. Re:As we statisticians say by Tim · · Score: 1

      Are you fabricating quotes? I do not see such a sentence anywhere in the paper.

      Copied verbatim from the methods section. Page 629, left column, mid-page.
      Sentence begins: "Given that the number of SNPs...."

      That sounds quite contradictory. If SNPs aren't distributed according to a Poisson process, then the scan statistic found those deviations. The model appeared to work quite well, as the diagnostics indicate.

      OK, I'm becoming convinced that you don't understand the paper:

      The "scan statistic" is a measurement of deviation from a background model (in this case, a poisson process). The purpose of the statistic is to look for clusters of disease-associated SNPs. The assumption of a poisson process was nothing more than a good estimate for the naive model of DNA replication errors. The poisson process is the null hypothesis -- "interesting" SNPs deviate from this expectation.

      "I've noticed some other bioinformatics types like yourself who aren't too well educated in any particular topic, so they become aggressive and make misinformed criticisms. When I was choosing grad schools, I went to a bioinformatics conference at Stanford and met a lot of unemployed bioinformatics graduates, so I steered clear from that field. But ok, I guess you're in 'computational biology', the latest marketing term for the same thing."

      Cute. Well, fella...I don't know what to tell you. I certainly understand your paper better than you appear to understand it (I'm guessing that you were an undergrad contributor, so this makes some sense). In any case, I wouldn't be too quick with the snide remarks -- there are quite a few statisticians doing absolutely irrelevant biological research.

      Perhaps you'll have a better sense of humility if you make it to the far side of a graduate program. Good luck.

      --
      Let's try not to let fact interfere with our speculation here, OK?
  31. Hmmmm... by flajann · · Score: 2, Funny
    While I find the DNA rainbow interesting, I do have a few criticisms.
    1. I think that speaking of "information" in the DNA is a bit misleading. It is not "information" in the sense we normally think of information. The DNA sequence is the result of millions of years of evolution. One might even say that the DNA sequence is a "phenotype of evolution". It is as much a phenotype of evolution as the organism is a phenotype of the DNA itself.
    2. The relationship between arbitrary base pairs is multidimensional and will not really be elucidated by mapping them on a 2-dimensional grid. It is a curio, but not likely to yield much of anything useful.
    3. I would think it would be much better to do this with codons than with base pairs. Since it is codons that code for amino acids, we might actually see some really cool patterns that way. Some of the codons are polymorphic and that can be taken into account with the color assignments.
    4. I wish the site were a bit more interactive. Basically, I want to be able to dynamically manipulate the data in real-time, in 3 or 4 dimensions, and be able to fly through it. OK, this would call for much more than just a mere website. Perhaps I am trying to inspire someone to crate an OpenGL project that would do this!!!

    Overall, I think this is wicked cool, but amateurish from the standpoint of science. Actually, I'd like to see a Gerald Edelelman approach to handling and analyzing the DNA -- which would be wicked cool! See From Brain Dynamics to Consciousness to see what I mean. Applying his neural darwinistic approaches to DNA would not only reveal many surprises, but would be referentially cool, applying neural evolution to what was the result of biological (and memetic) evolution!

    OK, so you think I am mad as a hatter. Perhaps. Perhaps not.

    1. Re:Hmmmm... by Oligonicella · · Score: 1

      "OK, so you think I am mad as a hatter. Perhaps. Perhaps not."

      No, I just think you've unloaded a bunch of big words (some not used correctly, by the way) and linked to a video of a dry low-level lecture with graphics that are no more sophisticated than these guy's in order to appear cool.

      "Overall, I think this is wicked cool, but amateurish from the standpoint of science. Actually, I'd like to see a Gerald Edelelman approach to handling and analyzing the DNA -- which would be wicked cool!"

      Wicked cool -- the new definition of sophisticated science.

      See if you can explain to everyone here just how using his approach (with which I am familiar and just watched your pretty useless link) would be different from what's being done in DNA research now. You don't think folks already understand that genes do or do not survive?

      Neural evolution is the result of biological evolution.

    2. Re:Hmmmm... by maubp · · Score: 1

      I would think it would be much better to do this with codons than with base pairs. Since it is codons that code for amino acids, we might actually see some really cool patterns that way. Some of the codons are polymorphic and that can be taken into account with the color assignments.
      Sure you could color using the 64 possible codons, or 21 colours for the amino acids and stop codon.

      BUT any given nucelotide seqence can be broken into codons in three phases, and if you consider the reverse complement sequence, that makes six phases.

      This actually ends up much more complicated than a simple 5 color maping using the four nucleotides plus unknowns.
    3. Re:Hmmmm... by The_mad_linguist · · Score: 1

      But just because you have the same amino acids coded doesn't mean you get the same results. I think I saw this here at some point, but I can't find the original article.

      Link:
      http://pubs.acs.org/cen/science/85/8504sci1.html

  32. This isn't a new idea by FellowConspirator · · Score: 1

    I've been doing this for years with large contigs to help visualize repeats. You'd be amazed at how good we humans are at picking out patterns visually.

  33. Binary data by Happosai · · Score: 1

    It's not really much different to dumping binary data to screen memory. Some old home computers used to use screen memory as a temporary store (e.g. when loading a large programme, prior to relocating it elsewhere in memory), and you sometimes saw interesting patterns in it (ignoring graphics data).

    [Happosai]

  34. windows is more artistic than our dna by circletimessquare · · Score: 1

    proof

    (and it's also more artistic than linux)

    --
    intellectual property law is philosophically incoherent. it is your moral duty to ignore it or sabotage it
  35. Just out of curiosity... by TrickFred · · Score: 1
  36. mov ax,13h; int 10h by dmbasso · · Score: 1

    Those patterns look like random data in video memory, with the default color palette of VGA's mode 13h. Ten years ago I wrote some x86 assembly code with quite similar results! :)

    --
    `echo $[0x853204FA81]|tr 0-9 ionbsdeaml`@gmail.com
  37. Re:Dirty secret of HGP by Oligonicella · · Score: 1

    "We share 99% of DNA with the shimp right (now)."

    We share a large (not 99%) of our DNA with shrimp (and shimp, whatever those are) because most of it is involved with cellular functioning, you idiot.

  38. Re:Dirty secret of HGP by sholden · · Score: 1

    Do you use a special keyboard for the completely retarded?

  39. And Thus... by eno2001 · · Score: 1

    ...the difference between geeks, artists and art lovers is clearly illustrated. Those images do not look beatiful to anyone outside of the geek/scientific community. And I'm sure that even within that community there are those who had the same reaction I did. "Hmmm... just looks like the noise filter from Photoshop or the GIMP". Which brings up an interesting question. If we took one of the noise filter outputs and translated it back the other direction, would we wind up with any genomes? ;P

    --
    -"...bad old ideas look confusingly fresh when they are packaged as technology" - Jaron Lanier (Digital Maoism on Edge.o
  40. Huh - I see Skeletor (from He-Man) by spineboy · · Score: 1

    And he is speaking in COBOL

    --
    ..........FULL STOP.
  41. This is teh crap by inviolet · · Score: 1

    This publicity-stu^H^H^H^H^H^H^H^H^H^H^H^H^Hexperiment is teh crap because:

    • They need to provide a slider or a dedicated viewer so that we can adjust the dimensions of the picture. Some patterns may only appear at certain widths and lengths. For example, if a pattern is 100 bits wide, it will not overlap itself in an obvious way if the picture frame is 140 pixels wide.
    • Although human brains are neural networks that specialize in pattern detection, so much so that we even see non-existent patterns (conspiracy theory anyone?), computers are better at this particular kind of detective work. Tell folding@home to crunch the data for a few hours and see if there are any repeats. Or just sic the LZW algorithm on it... LZW long ago mastered the art of finding patterns in large blocks of data.
    --
    FATMOUSE + YOU = FATMOUSE
  42. cheap gibe by Floritard · · Score: 1

    if they had used Tom Cruise's DNA the resulting rainbow pattern would probably approah a visual singularity.

  43. Heroes by kalirion · · Score: 2, Funny

    So, which colors represent superpowers?

  44. This is silly/arbitrary by mnemotronic · · Score: 1
    They chose the rendering and display parameters, such as a line size of 3500 pixels, for the computing & display ease, or culteral bias, not because of relation to genetic structure. This is too simplistic. Does anyone really think that significant or important genetic patterns will show up when rendered as:
    • 2 dimensionally
    • 3500 points per display line
    • left to right
    • top to bottom
    Sheesh. How about 3 dimensional spiral rendering or spherical or (for the "flat worlders") a cube? Granted, even with the present limitations, I can see some patterns in the data, but then I see Elvis at the Walmart. To paraphrase a famous astronomer : "The humane genome is not only weirder than we imagine, it's weirder than we can imagine".
    --
    The Russians have won. They have made the world a cesspool of distrust, greed, fear and hate.
  45. Just in case you didn't catch on... by SuperIan22 · · Score: 1

    If they had made the images different widths, the picture would be completely different. None of the "images" you see in here are beyond anything I'd expect from random chance. Sure it's kind of neat to look at our entire DNA sequence laid out like that, but keep in mind that just because you can kind of make out your dead grandmother's face in one of the pictures only shows that you have a normal human brain.

  46. DNA or Random Pixels? by durnurd · · Score: 1

    I made a program in VB6 years ago that can make much the same images. But these are just computer generated by random. Probably would end up being a slug or something. http://www.planetsourcecode.com/vb/scripts/ShowCod e.asp?txtCodeId=32601&lngWId=1

    --
    --Edward Dassmesser
  47. This is art? by springbox · · Score: 1

    Looks more like my early attempts at programming in mode 13h in DOS.

  48. Is there really information there? by wealthychef · · Score: 1

    What would happen if you just displayed four random colors? I wonder how many patterns you'd see. Anyhow, I doubt that at the level of the four basic ACGT elements, there is any obvious information

    --
    Currently hooked on AMP
  49. They're all Rainbow??? by anaesthetica · · Score: 1

    Looks like they've finally found the gay genes.

  50. Real Data by Jerm · · Score: 1

    Or, you know, you could look at a depiction of the Human Genome that contains real, usable data. Heaven forbid. This is like the folks who make "music" by assigning 4 notes to the 4 different DNA bases and playing them in one long string.

    --
    Jerm
    Oh, you're not a real doctor, are you?
  51. Re:Dirty secret of HGP by SharpFang · · Score: 1

    Actually, he isn't all that -very- wrong - the genome is like a machine code - literally assembly code to generate proteins at slightly higher level, humans at highest level. What we see while watching the genome is about the same as we see while looking at a binary of a program displayed in ASCII. In one hand, it IS all, in the other we can't make out any sense of it - but we DO see patterns. At least in some programs, some of us do. Watch the binary, and you'll see patches of more ASCII printable characters, long rows of NULLs, similar slightly differing short sequences repeating multiple times, forming diagonal patterns on the ASCII display and so on. These relate to copy/paste code patterns, inlined data, initializing data structures with multiple empty strings, zeros and null values and such. I doubt evolution wrote some clean form of for($i=1;$i=5;$i++){hand.appendFinger($i)} and much more likely used dirty cut&paste style of inline addFingerToLimb(hand1, finger1); inline addFingerToLimb(hand1, finger2);inline addFingerToLimb(hand1, finger3)... which can easily create such patterns of repeatablity.

    --
    45 5F E1 04 22 CA 29 C4 93 3F 95 05 2B 79 2A B2
  52. Geekiest question possible by Anonymous Coward · · Score: 0

    So you have genes of n codons in length, repeated m times, with k interons of length between 1 and l - each codon expressed in base 3^4 - what is the isomorphism to colored light?

  53. Slashdotted by argStyopa · · Score: 1

    However, it might just be their frontpage that's hammered.
    You can get 'deeper' pages at http://www.dna-rainbow.org/chromosomes/X.html where X is the chromosome number (1-22) or x or y (lowercase).

    --
    -Styopa
  54. Completely pointless by glwtta · · Score: 2, Interesting

    So, they gave each base-pair a color? What on earth is the point? 98% of that sequence doesn't do anything. And why is a virtually random sequence of pixels of 4 different colors "beautiful"?

    I can understand if they took two different genomes from the same species and did some kind of comparison: different colors for matches, indels, translocations, silent/synonymous/non-synonymous SNPs, etc. Or translated the sequence and colored by hydrophobicity/charge/polarity/whatever. Or showed haplotype conservation between species.

    At least that would tell you something, this is just a bunch of pixels with no meaning. A vaguely similar thing I've done was to plot plot SNP density (as color intensity) over the genome - but that was for a specific project, I didn't realize such things are "new visions".

    There are definitely prettier visualizations out there too: http://acg.media.mit.edu/people/fry/genomevalence

    Even this is a lot more informative (I think www.visualcomplexity.com was mentioned on slashdot a couple of years ago).

    --
    sic transit gloria mundi
  55. Pi by RMB2 · · Score: 1

    I saw someone mention "you'd see patterns in any random string" and I saw someone mention a quote from the movie Pi (the quote probly not coincidentially sounds exactly like the up-coming movie The Number 23).

    Weird, but I just came across this last night: Play with Pi

    --
    [/sarcasm]
  56. That was not the point by aepervius · · Score: 1

    I think we all agree there are paterns & structure in the DNA. The point was "half close the eye to see structure".

    --
    C. Sagan : A demon haunted world:
    http://www.amazon.com/gp/product/0345409469/
    visit randi.org
  57. Re:Dirty secret of HGP by spun · · Score: 1

    I think he meant chimp, not shrimp.

    --
    - None can love freedom heartily, but good men; the rest love not freedom, but license. -- John Milton
  58. Cut the guy some slack, he's not that far off by spun · · Score: 1
    Here's the relevant bit from wikipedia:

    There are multiple definitions of the "complete sequence of the human genome". According to some of these definitions, the genome has already been completely sequenced, and according to other definitions, the genome has yet to be completely sequenced. There have been multiple popular press articles reporting that the genome was "complete." The genome has been completely sequenced using the defintion employed by the International Human Genome Project. A graphical history of the human genome project shows that most of the human genome was complete by the end of 2003. However, there are a number of regions of the human genome that can be considered unfinished. First, the central regions of each chromosome, known as centromeres, are highly repetitive DNA sequences that are difficult to sequence using current technology. The centromeres are millions (possibly tens of millions) of base pairs long, and for the most part these are entirely unsequenced. Second, the ends of the chromosomes, called telomeres, are also highly repetitive, and for most of the 46 chromosome ends these too are incomplete. We do not know precisely how much sequence remains before we reach the telomeres of each chromosome, but as with the centromeres, current technology does not make it easy to get there. Third, there are several loci in each individual's genome that contain members of multigene families that are difficult to disentangle with shotgun sequencing methodologies - these multigene families often encode proteins important for immune functions. It is likely that the centromeres and telomeres will remain unsequenced until new technology is developed that facilitates their sequencing. Other than these regions, there remain a few dozen gaps scattered around the genome, some of them rather large, but there is hope that all these will be closed in the next couple of years. In summary: our best estimates of total genome size indicate that we have completed about 92% of the genome. Most of the remaining DNA is highly repetitive and unlikely to contain genes, but we cannot truly know until we sequence all of it. Understanding the functions of all the genes and their regulation is far from complete. The roles of junk DNA, the evolution of the genome, the differences between individuals, and many other questions are still the subject of intense study by laboratories all over the world.
    --
    - None can love freedom heartily, but good men; the rest love not freedom, but license. -- John Milton
  59. Re:Dirty secret of HGP by spun · · Score: 1

    So you think we've sequenced the entire genome? By what definition of "entire?" Ever hear of centromeres and telomeres?

    --
    - None can love freedom heartily, but good men; the rest love not freedom, but license. -- John Milton
  60. Not that groundbreaking by Anonymous Coward · · Score: 0

    It's not exactly ground breaking. I mean, i've done things like this when looking at data. The stripes are not 'novel' either. A lot of genes have repeating areas. These encode for repetitions of amino acids that fold into alpha helices and beta sheets, which form large parts of the structures of enzymes. So when you encode the dna as colors, of course you'll see stripes

    Collagen genes also encode for the collagen helices, so they will show repitions as well. Same with other structural proteins, such as tubulins, and channels. But it's not earth shattering.

  61. Musical DNA by TropicalCoder · · Score: 1

    I came across this almost as soon as it was posted. It was already slashdotted, but immediately gave me ideas all the same. I wondered what DNA data would sound like represented as musical notes. Since I have some code modules I developed previously to generate musical notes, I knew that I could have something up and running quickly enough.

    The next thing to do then was to find a source of raw DNA data, and that was not so quick. I found where they have this "Gene Boy" teaching toy that explains about DNA transcription. I was also able to steal raw data from it by a simple copy and paste.

    Before even trying to learn anything with all the resources available at this site, I quickly wiped up an algorithm to play the data found in the Genome example from Gene Boy. Next was the choice of how to represent the musical notes. Now - I am not a musician by any stretch of the imagination, but at least I know when notes clash or harmonize. I decided that I would experiment with some note assignments and just see how they sound. The proteins are represented by G, A, T, and C so begin I simply assigned G4, A4, B4, and C5 to represent GATC. I set my code up to play fast, and it sounded like a jig. Then I tried playing all the other files available with Gene Boy, including plain, random data. Well, they all sounded much the same, so obviously I needed a better approach. It was time to read the material and learn a bit more about DNA transcription.

    I soon learned that it is codon triplets that in the end get transcripted, so its useless to look for patterns at the level of single nucleotides. Only certain regions code anything meaningful, and the rest is basically garbage from the perspective of trying to find audibly meaningful patterns. However, though I quickly learned how to identify the start and end of "Open reading frames" - regions that code actual proteins, I also learned that there are stretches call introns and extrons, and that the introns do not contribute to the final protein, being dropped in the end by the mRNA.

    Finally, I have come to the conclusion that it would probably be much more rewarding to use the sequences from the actual proteins produced by the mRNA transcrition process, and that is what I will do next. If anybody wants to collaborate with me - especially - a musician, send me an email: gtaylorATmagmaDOTca. In the end we will post our results. And oh, by the way - I finally saw the images and I think they suck bad. The author of that site, being a biology graduate, could have shown much more insight and imagination. I would not hire these people.

  62. More interesting DNA visualisations by Adam+Hazzlebank · · Score: 1

    There's a lot more out there, take a look at the repeat analysis at: http://www.4g.soton.ac.uk/~new/genomeReport/ Also a tool called Reputer is commonly used for genomic repeat visualisation..

  63. shift numeric by NuShrike · · Score: 1

    Maybe if we have them represent base-4 numbers, nibbles of ASCII, or some other numeric base, we'll find a circle, or just a stereo-optic starfish image to cross your eyes over.

    Then, this would will be irrefutable proof of something, some sort of README.first, or just random gibberish for monkeys to type out.

    Contact.

  64. Useful info that can be gleened from the images by gpscc · · Score: 1

    These are essentially raster scan renderings of a 1-D 2 bit signal. As folks have noted the authors chose 3500 at the raster line size. They also noted that no matter what the raster line size is, patterns appear.

    I believe that the source of the patterns are long repeated sequences. A sequence that repeats after a constant number of base-pairs will appear as a diagnonal line. This is independent of the raster line size, however the slope of the line will differ dependent on raster line size. Arcs and circles represent sequences that repeat after a variable number of base-pairs which varies by some polynomial.

  65. Multiple layers of compression! by Anonymous Coward · · Score: 0

    I knew it... holy crap... what have we unleashed with our hex editing of the genomes? Hey look I can play online with a blue cat now though! ;) (meanwhile entire system fails) I would like the clover back in my backyard now please... (or at least someone to tell me why I can't find any)

  66. redundant mod is lame by Fred+Ferrigno · · Score: 1

    The other post beat me by two minutes. When I saw the article, there were no responses.

  67. Re:Dirty secret of HGP by gzearfoss · · Score: 1

    Lies! We actually share 100% of DNA with the shrimp right now - they're both made from the same basic four molecules. Oh noes!

  68. What the...? by thisisauniqueid · · Score: 1

    Holy cow! I think I see the Virgin Mary in chromosome 15!