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Discovering Biology in a Digital World

My thoughts on biology, teaching, life, and exploring the living world via the digital one. Only my opinions are represented by these postings, they do not represent the viewpoints of any funding agency or Geospiza, Inc.

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Sandra Porter I am a microbiologist and molecular biologist turned tenured biotech faculty turned bioinformatics scientist turned entrepreneur. My passion is developing instructional materials for 21st century biology (Geospiza Education).

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    sequence analysis:

    Would your class like to clone and sequence plant genes?

    Dave Robinson and Joann Lau from Bellarmine College in Kentucky are going to be describing their student project in a free webinar next Friday, May 16th. Their students clone GAPDH (Glyceraldehyde 3-Phosphate Dehydrogenase) genes from new plants, assemble the DNA sequences, and submit them to the NCBI. Here's an example. Plus, since GAPDH is a highly conserved, it's a great...

    A vaccine against lung cancer?

    A potential link between lung cancer and human papilloma virus may make parents even more glad about vaccinating their children with Gardasil®. Not only are the children protected against viruses that commonly cause cervical cancer, they may be protected against some forms of lung cancer as well. The April 25th version of Nature News reports (1) that two viruses, HPV...

    The Personal Genome discussion

    Bill Gates, Eric Lander, Maynard Olson, Leena Peltonen, and George Church fielded questions last night at a fascinating panel discussion on personal genomics at the University of Washington. We were fortunate to be in the audience. I'll share some of the questions and answers, in some cases shortened and paraphrased....

    The wonders of webinars

    One of my favorite web 2.0 technologies is the webinar. When you work at a company and not a University, with constant seminars, it gets a bit harder to hop on a bus and travel across town to learn about new things. Webinars are a good way to fill that gap. I grab my coffee cup, put on my headphones,...

    Mapping polymorphisms in 16S ribosomal RNA

    In the class that I'm teaching, we found that several PCR products, amplified from the 16S ribosomal RNA genes from bacterial isolates, contain a mixed base in one or more positions. We picked samples where the mixed bases were located in high quality regions of the sequence (Q >40), and determined that the mixed bases mostly likely come from different...

    Digital Biology Friday: A DNA sequencing data puzzle

    Can you solve this puzzle?

    Dinosaur DNA discovered in GenBank

    Is it real or is it April Fools?...

    DNA sequencing errors hit home

    One of my colleagues has a two part series on FinchTalk (starting today) that discusses uncertainty in measurement and what that uncertainty means for the present and Next Generation DNA sequencing technologies. I've been running into this uncertainty myself lately....

    Google Maps meets bacterial genomes

    I read about this in Bio-IT World and had to go check it out. It's called the Genome Projector and it has to be the coolest genome browser I've ever seen. They have 320 bacterial genomes to play with. Naturally, I chose our friend E. coli. The little red pins in the picture below mark the positions of ribosomal RNA...

    Digital Biology Friday: A microbiology blast puzzler

    Here's a fun puzzler for you to figure out. The blast graph is here:...

    A quick introduction to BLAST

    A quick video introduction to BLAST.

    Mapping new autism gene(s) to chromosome 16

    The New England Journal of Medicine published a study yesterday showing that small changes in the DNA in the long arm of chromosome 16 are associated with autism. I met a teenager with autism last summer, when I attended family night at the Seattle Park and Rec summer camp program for kids with special needs. It's a fantastic program. The...

    Hunting for huntingtin, part II: In which we're reminded that database searches are experiments

    In which we're reminded that database searches are experiments, too. One of the trickiest things with bioinformatics experiments is repeating them. This challenge isn't related to the validity of the original results, the challenge is that, unless you made your own database and kept it in the same state, the database that you'll be using at a later time, sometimes...

    Digital Biology Friday: Free to evolve? - the answer

    Last week I posted an image with two molecules (below the fold), one protein and one nucleic acid, and asked you about the probability of finding similar molecules in different species. You gave me some interesting answers....

    No more mystery meat!

    If you like ham and bacon, you might be interested in this. GenomeWeb reports that researchers at the University of Barcelona have developed an assay that tests 46 SNPs and can be used to trace the origin of your pork dinner. According to GenomeWeb, the test identifies both the breed and origin of the animal. The university and the company...

    Did she or didn't she? Genetic testing and virgin birth

    If we suspected a virgin birth, how could we prove it?

    Who's your daddy? DNA tests go retail

    Drug stores branch out from pregnancy to paternity.

    Interpreting DNA sequencing data: answers to the quiz

    Which read(s): 1. contain either a SNP (a single nucleotide polymorphism) or a position where different members of a multi-gene family have a different base? C 2. doesn't have any DNA? B 3. is a PCR product? A, B, and C.  All of three reads were obtained by sequencing PCR products, generated with the same set of primers. The quality...

    Interpreting DNA sequencing data: what can you get from quality scores?

    Kind of like reading tea leaves, but more meaningful.

    Digital Biology Friday: Animal Mitochondria and Evolution, part II

    You too, can compare chimp and human DNA.

    Match the trace with the sample

    Can you do it? This is what bioinformatics technicians or data analysts do in diagnostic labs.

    High school students uncover their past through their DNA

    Students at Soldan International High School are participating in an amazing experiment and breaking ground that most science teachers fear to tread. Soldan students, along with hundreds of thousands of other people, are participating in the National Geographic's Genographic Project. Through this project, students send in cheek swabs, DNA is isolated from the cheek cells, and genetic markers are used...

    Digital Biology Friday: Animal Mitochondria and Evolution Revisited

    An evolution activity for the classroom.

    Digging up the dirt on campus bacteria: how do we know if we have good data?

    Metagenomics is a field where people interrogate the living world by isolating and sequencing nucleic acids. Since all living things have DNA, and viruses have either DNA or RNA, we can identify who's around by looking at bits of their genome. Researchers are using this approach to find the culprit that's killing the honeybees. We're also trying to find out...

    Metagenomics, biomes, and dirt: separating good data from bad

    Sequencing the dirt: see how it's done

    Playing in the dirt: metagenomics on the JHU campus

    We have lots of DNA samples from bacteria that were isolated from dirt. Now it's time to our own metagenomics project and figure out what they are. Our class project is on a much smaller scale than the honeybee metagenomics project that I wrote about yesterday, but we're using many of the same principles....

    Metagenomics and the mystery of the dying bees

    Dying bees and DNA sequencing

    Making discoveries in the open: doing digital biology with the class

    Would you like to have some fun playing with chromatograms and helping our class identify bacteria in the dirt?...

    Digital Biology Friday: What sequences do you believe?

    During the past few Fridays (or least here and here), we've been looking at a paper that was published from China with some Β-lactamase sequences that were supposedly from Streptococcus pneumoniae. The amazing thing about these particular sequences is that Β-lactamase has never been seen in S. pneumoniae before, making this a rather significant (and possibly scary) discovery. If it's...

    Why is sequencing a human genome so expensive?

    Adding the costs and doing the math.

    Genetic Variation I: What is a SNP?

    If you've read any of the many stories lately about Craig Venter or Jim Watson's genome, you've probably seen a "SNP" appear somewhere. (If you haven't read any of the stories, CNN has one here, and my fellow bloggers have posted several here, here, here, here, here, and here.) You may be wondering, and rightly so: just what is a...

    Watson's genome, Venter's genome, what's the difference?

    "Come quickly, Watson," said Sherlock Holmes, "I've been asked to review a mysterious sequence, whose importance I'm only now beginning to comprehend." The unidentified stranger handed Holmes a piece of paper inscribed with symbols and said it was a map of unparalleled value....

    Got DNA sequencing problems? Who ya gonna call?

    Why the ABRF of course! I spend a fair amount time every summer giving workshops for college and high-school teachers on genomics and bioinformatics. One of the things that always surprises them, is the amount of lab work that's carried out by people working in shared, or core lab facilities. For example, if I was working at a research university...

    Digital Biology Friday: A helpful hint

    I began this series last week with a question about a DNA sequence that was published and reported to be one the first beta-lactamases to be found in Streptococcus pneumoniae. Mike has a great post about one of problems with this paper. I think the data themselves are awfully suspicious....

    Is phred dead? Let's see the data

    Calling all bases, how many are correct?

    Digital Biology Friday: You make the call!

    Developing "biological intuition" through case studies

    Will the real DNA sequence please stand up?

    Sometimes asking a question can be a mistake. Especially when your question leads to more questions and having to question things that you didn't want to question, and pretty soon you begin to regret ever opening the file and looking at the data and asking the question in the first place. Sigh. Take a deep breath. Yesterday through a twist...

    Jim Watson's genome on your computer, get it today!

    Yes, you can! Really, I thought this was going to be more challenging, but the nice folks at the NCBI have made a special personal genomics FTP site. You can also get Craig Venter's genome, and maybe even do some comparative genomics and see if one has a few deletions. After all, don't you want you find out who's is...

    What is the truth in DNA sequencing?

    What do you do when base-callers disagree? Okay DNA sequencing community, I want your help with this one. One of these sequences was called by phred and the other by the ABI KB base calling program. Which one should I believe? tags: DNA sequencing, DNA , base-calling programs...

    Gene therapy with AAV: too risky for a cure?

    Many medical conditions today are treated but never cured. Imagine, a child with a genetic disease like juvenile diabetes or hemophilia. This child will be taking expensive medications for their entire lives. In the case of some diseases the cost of the medications might be more than child or their parents can ever hope to earn in their lifetimes, much...

    Bug hunting is a BLAST

    Software testing and the scientific method.

    Teaching with the new BLAST

    Some things I like, some were surprises.

    Updates to the BLAST for beginners tutorial

    BLAST has gotten harder.

    Gadget Lust

    Viewing chromatogram trace files on iPhone.

    Digital Biology Friday: hot plants and viruses, the finale

    Could a protein from a virus help plants handle global warming?

    Using Bioinformatics to Study Evolution: reading assignments

    Assigned readings on BLAST and phylogenetics.

    Digital Biology Friday: hot plants and viruses V

    Through the Related Structures tab and what I found there.

    Digital Biology Friday: hot plants and viruses, part IV

    How does grass grow in the hot, inhospitable soils of Yellowstone National Park?

    Hot plants and viruses, part III: An inordinate fondness for hypothetical proteins

    How do plants grow at 65°C?

    What are hypothetical and putative proteins?

    "Beware the Jabberwock, my son! The jaws that bite, the claws that catch! Beware the Jubjub bird, and shun The frumious Bandersnatch!" - from Jabberwocky, by Lewis Carroll I'm certain that if we ever sequenced DNA from the frumious Bandersnatch it would match hypothetical and putative proteins....

    Hot plants and viruses: the story continues

    Yesterday, both Joshua and I wrote about grasses that grow in the unusually hot soil at Yellowstone National Park. Now, I knew that hot springs bacteria can tolerate high temperatures, but I was really surprised to learn that plants could....

    Biology as a second language: what is a vector?

    Defining a biology term for scientists in other disciplines.

    Sequencing a Genome, part VI: Chimeras are not just funny-looking animals

    Chimeras invade the sequencing lab!

    Snow Day!

    I was frantically getting ready for class when I happened to glance out the window. What did I see? Big fluffy white flakes rapidly falling from above. You can't say we weren't warned. The newspapers have been predicting snow since Monday. It's just, well, unusual. And Seattle is never prepared to deal with it. Even the kids aren't looking too...

    Oh sure, blame it on the bacteria!

    Bacteria can cause other epidemics, why not obesity? Is there a relationship between our body weight and our bacterial inhabitants?...

    The science behind Benghazi

    Who infected the children with HIV: Using the data to solve the puzzle.

    Head, Shoulders, Knees, and Toes

    Why is an eye, an eye and a nose, a nose? Why do different cells create different kinds of tissues when all the cells in a single organism start out with the same set of instructions (aka DNA)?...

    DNA and the Dead Sea Scrolls

    We went on an excursion last weekend to see the Dead Sea Scrolls at the Pacific Science Center. None of us could resist going downtown to look at written texts over 2000 years old. Uncovered in 1946, by a Bedouin shepherd, the scrolls have had an interesting history over the past 50 years, most of it out of the public...

    White people are mutants

    Razib inspired me to share some of the story behind why white people are considered derivatives. Reposted from the Classic Digital Bio. No red herrings, here! Lamason et. al. found a single gene that controls human skin color while studying pigmentation in zebra fish (1)....

    BLASTing through the kingdom of life

    No biology course is complete these days without learning how to do a BLAST search. Herein, I describe an assignment and an animated tutorial that teachers can readily adopt and use, and give teachers a hint for obtaining the password-protected answer key. Development of the tutorial and the activity were supported by funding from the National Science Foundation. This is...

    Digital Biology Friday: The importance of being aerobic

    If we compare sections 1, 2, and 3, we see that section 2 matches very well in a number of different samples, and that there are differences between the sequences in sections 1 and 3. We also learn something about the people who did the experiment....

    Digital Biology Friday: All mutations are not alike

    Like biology, all bioinformatics is based on the idea that living things shared a common ancestor. I have posted, and will post other articles that test that notion, but for the moment, we're going to use that idea as a starting point in today's quest. If we agree that we have a common ancestor, then we can use that idea...

    Using HIV to prove some points about evolution, part IV

    Did HIV become resistant to Atazanavir because of a genetic change? Was that genetic change inherited? Did HIV evolve? Can we explain why genetic changes at specific sites might help HIV escape the effects of the drug? Let's find out....

    Using HIV to prove some points about evolution, part III

    In which we see the results and come to our own conclusions. If you want to let other people tell you what's right and what's wrong, they will surely do so. Turn on the TV and hordes of happy actors bounce around, only too happy to help you purchase the right deodorant. Open your e-mail and everyone wants to share...

    Using HIV to prove some points about evolution, part II

    Let the experiment begin....

    Digital Biology Friday: Monkeying around with mitochondrial DNA

    The past few Fridays, we've been comparing human mitochondrial DNA with the mitochondrial DNA of different apes. We started doing this here, where you can find directions for getting started. And, we've found some interesting things....

    Using HIV to prove some points about evolution, part I.

    When can a really bad virus be used to do something good? When we can use it to learn. The human immunodeficiency virus, cause of AIDS, scourge of countries, and recent focus of ScienceBlogs; like humans, evolves. As one of my fellow ScienceBloggers noted, few biological systems demonstrate evolution as clearly as HIV. In this series, I'm going to guide...

    Digital Biology Friday: How similar are apes and humans?

    During these past couple of weeks, we've been comparing mitochondrial DNA sequences from humans and great apes, in order to see how similar the sequences are. Last week, I got distracted by finding a copy of a human mitochondrial genome, that somehow got out of a mitochondria, and got stuck right inside of chromosome 17! The existence of this extra...

    Waxing lyrical about that stuff in our ears

    It's hard sometimes when you're out of synch with the rest of the world. While my fellow ScienceBloggers have been obsessing about breasts, I've been really amused by the genetics of ear wax. Eh, what's that you say? Yes, it's true. Back in March, when Nature Genetics published this paper from Yoshiura (and friends), this bit of fun just went...

    Digital Biology Friday: Hey, who moved my DNA?

    Last week, we decided to compare a human mitochondrial DNA sequence with the mitochondrial sequences of our cousins, the apes, and find out how similar these sequences really are. The answer is: really, really, similar. And you can see that, in the BLAST graph, below the fold. A quick glance shows that the ape with the most similar mitochondrial sequence...

    Digital Biology Friday: That was no ape, that was my brother!

    We've had a good time in the past few last weeks, identifying unknown sequences and learning our way around a GenBank nucleotide record. To some people, it seems that this is all there is to doing digital biology. They would, of course, be wrong. We can do much, much more than identifying DNA sequences and obtaining crucial information, like who...

    Inquiring as to the sequence

    One of my favorite experiments, in our biotech program at Seattle Central Community College, was when my students sequenced promoters that they had cloned from E. coli . I liked this activity because it pulled lots of pieces together and allowed the students to connect the dots between the DNA sequences that regulate gene expression, the DNA sequences that code...

    Sequencing the campus at the Johns Hopkins University

    A few years ago, the General Biology students at the Johns Hopkins University began to interrogate the unseen world. During this semester-long project, they study the ecosystems of the Homewood campus, and engage in novel research by exploring the microbial ecosystems in different sections of the campus. Biology lab students gather environmental samples from different campus ecosystems, isolate DNA, amplify...

    Digital Biology Friday: It's still Friday!

    "Hey Rocky, watch me pull a rabbit out of my hat!" I realized that I should add just a bit more information to last answer on gene identification, so here it is. After the last installment, Diego commented: but still you do not know exactly what part of your DNA sequence is matching to the annotated protein....

    Digital Biology Friday: What was that gene anyway?

    Welcome back! If you've just joined us, we're in the middle of a quest to find the identity of an unknown nucleotide sequence. To summarize our results so far, we used this sequence to do a blastn search of GenBank, using all the default settings at the NCBI. You can see the beginning of the project here. And we had...

    Digital Biology Friday: Those BLASTed results!

    Last week, we embarked on an adventure with BLAST. BLAST, short for Basic Alignment Search Tool, is a collection of programs, written by scientists at the NCBI (1) that are used to compare sequences of proteins or nucleic acids. BLAST is used in multiple ways, but last week my challenge to you, dear readers, was to a pick a sequence,...

    Quantitative measures of DNA sequence quality

    How did the human genome ever get finished if every one of the three billion bases had to be reviewed by human eyes? In the early days of the human genome project, laboratory personnel routinely scanned printed copies of chromatograms, editing and reviewing all DNA sequences by eye. For more background, see the post on qualitative measures of DNA quality....

    Digital Biology Fridays: It begins with a BLAST

    My colleagues have come up will all kinds of interesting bloggy things to use as an excuse for Friday celebrations. Adventures in Ethics and Science has Friday Sprog Blogging for cute stories about her kids. A Blog Around the Clock considers Friday's the perfect day to write about weird sex. Pharyngula salutes the spineless with Friday Cephalopods. Good Math, Bad...

    Am I really related to Cleopatra? Qualitatively measuring DNA sequence quality

    What do genetic testing and genealogy have in common? The easy answer is that they're both used by people who are trying to find out who they are, in more ways than one. Another answer is that both tests can involve DNA sequence data. And that leads us to another question. If the sequence of my mitochondrial DNA is only...

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