Showing posts with label DNA. Show all posts
Showing posts with label DNA. Show all posts

Wednesday, June 7, 2017

The impact of Nettie Stevens on genetics, chromosome theory, and the naming of cats in our house

We recently welcomed a new member to our family: a beautiful calico cat! We were struggling to find a suitable name for this feisty one. Because I have had so few female cats, I wasn't really sure where to start. As a woman of science, I decided to use female scientists for inspiration.

Then I remembered the work of Nettie Stevens. I stumbled upon Dr. Stevens' work when I was researching Thomas Hunt Morgan for my two posts on the movie The Fly Room. Stevens was most famous for identifying the chromosomal basis of sex inheritance-she found that males are XY and females are XX. Calico cats are almost always female because the genes that control fur color are on the X chromosome, so we decided to name the cat Nettie. What I learned in my reading suggested that Nettie Stevens, like so many female scientists, was pretty amazing and definitely underappreciated for her impact on genetics, chromosome theory, and the use of model organisms in cell biology.

Nettie Stevens (1861-1912) was born in Vermont and grew up in Westford, MA as a fifth generation New Englander and the daughter of a carpenter. Her love of biology was likely spurred by summer science courses on Martha’s Vineyard. She taught high school zoology and physiology for many years, eventually saving up enough to attend Stanford (then Leland Stanford University) at the age of 35. Interestingly, Stanford was about 40% women at the time of Stevens’ matriculation in 1896. According to a Stanford newsletter about Nettie Stevens, they aren't really sure what attracted East Coasters and women in record numbers to their institution at that time. They speculate that it might have been the lower cost of tuition compared with the more established East Coast school.  

Stevens started her doctorate at Bryn Mawr in 1900; at that time the university was home to Thomas Hunt Morgan and Edmund Beecher Wilson, who were both leaders in the burgeoning field of cell biology (then called cytology). Stevens started her PhD in Morgan’s lab at a critical moment in the history of genetics: Gregor Mendel’s work had recently been rediscovered. The big question at that time: what is the biological basis for Mendel’s law of heredity? These ideas were causing excitement in parts of the scientific community. However, Thomas Hunt Morgan was initially not very interested in the Mendel revival. Instead, Morgan focused on the processes of regeneration (admittedly a very cool topic as I have covered in my post on axolotl), which is why Stevens started her PhD studying regeneration in various marine models, including the planaria.

Stevens received a fellowship to fund her travel to Germany to study in the lab of Theodor Boveri. At that time, Boveri was deeply involved in the Mendel revival. Using sea urchins, Boveri had shown that all the chromosomes had to be present for embryonic development to take place. He published these results in 1903 in parallel with Walter Sutton, who showed the same results in grasshoppers during his PhD work in the lab of E.B. Wilson. Wilson later termed this the Boveri-Sutton chromosome theory (notably Sutton, a derelict PhD student, was able to get the recognition that eluded Nettie Stevens.)   

Image courtesy of Rachel Ignotofsky 
Stevens returned from her time in the Boveri lab with a strong interest in the idea of inheritance through chromosomes. Morgan allowed her to work independently on this project, which was uniquely part of the culture in the Morgan lab; as the project progressed, Morgan became interested in the idea as well. For me, this story points out how Stevens was at the leading edge of the Mendel resurgence and brought this interest to the Morgan lab.

In 1903, Stevens completed her PhD at Bryn Mawr, but found it difficult to find a permanent research position. In her application to the Carnegie Institute requesting funding for her research, she stated, “College positions for women in Biology this year seem to be very few.” In her proposal, she planned to study the connection between chromosomes and sex determination, which was controversial at the time. While C. E. McClung had proposed that the “accessory chromosome” could be involved in sex determination, most researchers, including Morgan and Wilson, believed that sex was determined by environmental conditions.


To address this question, Stevens started looking at the full set of chromosomes of many different organisms. In 1905, while observing cell division in the mealworm Tenebrio molitor, she noted that females had 20 large chromosomes, while males had 19 large and 1 small chromosome. She suggested that the sperm determined the sex of the offspring, based on whether it carried the small or the large chromosome. This was in contrast to the results obtained by Wilson, who found that males had one fewer chromosome than females; in his case this was because the organism he studied was XO and XX. In the fall of 1905, Stevens published her work entitled "Studies in Spermatogenesis" just two months after Wilson's work was published. Her conclusions did not gain acceptance, but when Wilson published his next paper confirming the XX/XY inheritance model, the scientific community accepted the results as true. 

Stevens also examined the role of sex chromosomes in a variety of insects and marine organisms, which led her to conclude that the XX/XY inheritance was generalizable. (In contrast, Wilson’s XO males were relatively rare.) Thus, Nettie Stevens was at the vanguard of utilizing different organisms for research in cell biology. In her experimentation with different organisms, she even worked with the fruit fly, Drosophila melanogaster and introduced the model to Morgan's lab.
On July 7, 2016, a Google Doodle celebrated what would have been Dr. Stevens' 155th birthday. This brought her name out of obscurity. Like so many female scientists, perhaps most famously Rosalind Franklin, she had virtually been erased from scientific history. Why did she not get credit for her work? Was it the lack of a permanent position and lab of her own? Or was it a case of sexual discrimination? Some argue that Wilson was given credit not due to primacy of results, but the substance of his entire body of research. While it can't correct this historical oversight, we will acknowledge the contributions of Nettie Stevens in our house.

Further Reading

This post by Cristy Gelling is highly recommended; she details more about the sexism and Morgan's obituary of "Miss Stevens".

This podcast from Babes of Science was fun and filled with facts about Nettie Stevens that I hadn't read elsewhere.

Wednesday, March 15, 2017

Your next generation data storage solution: DNA



I recently stumbled upon the image on the right, which distills the changes in data storage in the past 40-plus years. Perhaps even more amazing to consider is that the future of data storage could become even smaller. The genetic material that stores all the information required to build a person or a pear or a penguin may be the key to creating even smaller data storage that never reaches obsolescence.

Our genome is often compared to a computer, where DNA is the code. In fact, DNA is a proven data storage system with billions of years of reliable use. While your old floppy disks may now be unreadable, the tools required to read and copy DNA are present in every genome, making it unlikely that we would lose the ability to decode DNA. These advantages led scientists to ask: could DNA also be used to store other types of data? Perhaps the information that would normally be encoded by 0's and 1's in your hard drive could be stored in sequences based on ACGT's.

The first publication to propose that DNA could be used for purposes other than building an organism comes in 1999 from Bancroft and colleagues in the journal Science. They suggest that genomic steganography could be a method for storing coded messages in DNA for use in espionage. Using a simple substitution cipher where each codon equals an alphanumeric value, the researchers synthesized a DNA sequence to encode the message "June 6 invasion: Normandy". The message was flanked by sequences to allow the recipient to decode the message. The final sequence of just 109 nucleotides of DNA was hidden within denatured human DNA and, just like the predecessor microdots used in espionage, embedded on top of a period in a typewritten message. 
Subsequent work from Bancroft's group and others in the early 00's suggested that DNA could help to address the need for increasing data storage. Computer scientists estimate that by 2020, there will be 4.4 x 1019 bytes (44 zettabytes) of digital data; to give you a sense of scale, 1 ZB would be about 152 million years of high resolution video. Even with the advances in storage potential, storing just 1 ZB requires more than 1000 kilograms of the cobalt alloy used to make hard drives. In contrast, 1 gram of DNA could store 4.6 x 1018 bytes. 

Early publications were proof of principal experiments that aimed to generate increasingly bigger data files encoded in DNA. The general approach, outlined above, convers a digital file to binary and to DNA. The beginnings were admittedly small, just as scientists had to sequence the genome of E. coli before they could complete the human genome. One problem is that DNA sequencing technology is improving at much faster rates than DNA synthesis techniques. Essentially, you could read the data you stored faster and cheaper than you could write it. Creating long accurate strands of DNA had technical and financial limitations. To circumvent this problem, George Church's lab used multiple copies of short DNA sequences to encode an entire book (53,246 words), 11 JPG images, and a JavaScript program. The paper, published in Science in 2012, also describes the recovery and reassembly process. The following year, a Nature paper from Ewan Birney's lab at the European Bioinformatics Institute reported a similar approach that increased the file size and decreased decoding errors. The final DNA file consisted of 739 KB of information, including text, pictures, videos, and audio files; they also added a PDF of the classic Nature paper from Watson and Crick describing the structure of DNA.   

In July 2016, researchers from the University of Washington collaborated with Microsoft to push the limits of DNA storage again (coverage in The Verge). Their storage reached 200 MB and included copies of the Universal Declaration of Human Rights, the top 100 books from Project Gutenberg, and the Crop Trust seed database; for fun, they encoded a video from the band OK Go for the song "This Too Shall Pass".

Most recently, a paper in Science from Yaniv Erlich and Dina Zielinski, who are working at the intersection of molecular biology and computer science, details a new storage architecture for more efficient DNA storage. They adapted fountain coding, which is currently used by streaming services like Netflix and Spotify to eliminate gaps in playback. The method greatly improved the storage density, getting closer to the theoretical limit for DNA storage (1.83 bits per nucleotide). Their DNA storage sample included the movie The Arrival of a Train, an entire computer operating system, a computer virus, and a Amazon gift card (which was quickly decoded by one of the researchers' Twitter followers). While the size of the data was smaller than previous attempts (only 2.2 MB), the method greatly improved data density and readability. One problem with previous storage methods is that reading the DNA leads to loss of the original sample. While it is easy to amplify DNA, it can sometimes introduce mistakes. Erlich and Zielinski's fountain technique permitted error-free amplification even after 10 complete reads. Their work achieved a density of 2.15 x 1018 bytes, which would allow storage of all the world's data in the trunk of a car.
Another stumbling block was that DNA was writable, but not re-writable, which limit the applications to archival data storage. Two recent papers (in Nature Communications and PNAS) report on a method that allows re-writing of DNA (bringing us from 8 track to cassette tapes) as well as reading from any point in the sample, rather than from a set starting spot (bringing us from cassette to CD).
 1 gram of DNA can store 4.5 x  1018 byte

While there has been
tremendous progress in increasing the amount and density of data storage, the major roadblock continues to be the amo
unt of time it takes to encode and decode data in DNA. Another place where inorganic data storage beat carbon-based products is in the cost, especially of synthesizing DNA. In the most recent paper, the cost was $3,500/MB, while the 2012 paper $12,400/MB.  

Despite these limitations, biologists are teaming up with computer scientists to explore the future of DNA data storage. This is largely driven by the need to store increasing amounts of digital data with decreasing resources. Estimates indicate that by 2040 global memory demand (3 x 1024 bytes) will exceed the supply of silicon necessary to build traditional data storage devices.

Obsolescence is another shortcoming of current storage methods. Just as it has become difficult to play your cassette tape collection (much to my chagrin), your old floppies and ZIP disks are not readable either. Scientists conjecture that because DNA is the basis for life on Earth, we will always have methods for DNA sequencing. This gives DNA a huge advantage for long-term archival storage. Luckily, DNA also has great fidelity over the long term. Scientists are increasingly able to recover readable sequences from ancient samples of DNA with the best results coming from samples stored at low temperature. Thus, you could imagine a long-term storage system, like a secure server in a remote tundra, where the DNA back up disk to re-start civilization would be stable and safe. 

This isn't completely crazy. The Svalbard Global Seed Vault is a huge storage site in the frozen tundra of Norway where scientists and governments are making contributions of plant seeds. The idea is to keep a stock of the original seed in case of the collapse of civilization. I am sure we could rent a shoe box-sized space there for storing all the relevant files from humankind (that means there probably won't be room for cat videos). It is certain that resource limitations will continue to make digital DNA storage, borne of a thought experiment over beer, not just a reality but a necessity.
   
References

Scientific American, Tech Turns to Biology as Data Storage Needs Explode
George Church interview in Popular Science
Ed Yong covered the DNA fountain technique in The Atlantic