By Transhuman
Graphic courtesy of Wikimedia
Introduction
Synthetic Biology has emerged alongside the Internet and Genomics in a milieu of ever growing computer power. Furthermore, the internet and abundance of computer resources has led to the development of blockchain technology. The convergence of these four technologies can provide a vehicle for doing transparent, incentivized, synthetic biology.
Blockchains
Blockchains are large computer networks that function as a distributed autonomous organization (DAO). Blockchains are concerned with assets, trust, ownership, money, identity, and contracts. Crypto-currencies like Bitcoin, Ethereum and Steem are examples of blockchains.
Digital assets like scientific articles, and other scientific data such as digital laboratory notebook entries can reside on a blockchain. Blockchains facilitate trust because there are many nodes in the network and there must be a consensus before actions are taken. Ownership of a scientific text can be specified in a blockchain. If two texts enter the blockchain at the same time, their timestamps can resolve which was submitted first. Money is another aspect of blockchains because they can generate their own currency which can be used to give incentives to scientists. Bitcoin is the prime example of a crypto-currency on a blockchain with a market capitalization of $ 9,877,936,873, well within the definition of a large cap company. Steem, with a market cap of $ 239,499,128, is a more recent crypto-currency which has been engineered to allow developers to use the Steem blockchain as a platform for any projects they would wish to create.[1] Scientific work fits this schema. In addition, identities can be registered for people, companies, websites, software packages, and many other entities on the Steem blockchain. Blockchains can also readily facilitate multi-signature contracts. As an illustrative example, let us suppose a synthetic biology institute developed a genetic strain that had potential for weaponization. The pertinent text and data could be locked in the blockchain with access allowed only under a contract situation whereby a signature of authorized parties permits access.
Open source software, like Steem, allows rapid technological advancement because of the free flow of creative ideas. On the other hand, the scientific community has been around for a long time and operates under procedures that worked well in the 17th century when the printing press was the workhorse of communication and the scientific journal the main channel for documentation of science. This design is antiquated. “Science is broken”[3] and in need of updating. There is a lack of transparency and we need to redesign the incentive structures in science.
“One of the most effective ways to promote high-quality science is to create free open-source tools that give scientists easier and cheaper ways to incorporate transparency into their daily workflow: from open lab notebooks, to software that tracks every version of a data set, to dynamic document generation. Moreover, scientists who use open-source software are not locked into proprietary software platforms with unclear monetization plans. If philanthropy or government funds new tools that the open-source community can iterate and improve on, the per-dollar return on investment can far exceed the costs.”[2]
Incentivizing Science
The scientific community works hard to advance science. Under current methodology, large sums of money are spent and much time is consumed by the scientific journal publication system. Writing up their experiments and conclusions takes them away from the laboratory. Journals charge to publish their work and judge it on the basis of whether the experiment was successful, in other words, had a positive result. Unfortunately, much of scientific work consists of failed experiments that are swept under the rug. All scientific data is important and needs to be archived for posterity so that failures are not repeated. The problem is the scientific community needs an incentive to do this.
“Incentives should be changed so that scholars are rewarded for publishing well rather than often. In tenure cases at universities, as in grant submissions, the candidate should be evaluated on the importance of a select set of work, instead of using the number of publications or impact rating of a journal as a surrogate for quality.”[4]
The scientific journal as centerpiece for the scientific community has become passé. With the advent of open science, the internet, computerization and blockchain technology the time has come to rethink how science is executed and ensure that high quality science is rewarded.
“Steem is a blockchain database that supports community building and social interaction with crypto-currency rewards. Steem combines concepts from social media with lessons learned from building crypto-currencies and their communities. An important key to inspiring participation in any community, currency or free market economy is a fair accounting system that consistently reflects each person's contribution. Steem is the first crypto-currency that attempts to accurately and transparently reward an unbounded number of individuals who make subjective contributions to its community.”[6] Steem could provide a way to incentivize scientific efforts within the scientific community.
Conclusion
I propose developing a computerized synthetic biology system on a Steem “subchain”[1]. This system will be transparent with an improved incentive structure, based on Steem crypto-currency rewards modeled after a Reddit-style-meritocracy. Incentives could be paid for completing registered experiments and other categories of remuneration specified by “smart contracts”[5]. The result will be Leukippos Institute[7] empowered to execute synthetic biology experiments utilizing NCBI data banks and other computerized instruments such as machine learning algorithms, AI and automated manufacturing. A synthetic biology organization such as Leukippos Institute could utilize digital laboratory notebooks and other modern scientific methodology to advance the science of synthetic biology by gathering and preserving experimental data leading to eventual synthesis and open science publication on the Steem blockchain.
Footnotes
[1]https://steemit.com/steem/@dantheman/how-anyone-can-build-custom-apps-on-steem-right-now
[2]http://science.sciencemag.org/content/348/6242/1403.full
[3]http://www.vox.com/2015/6/27/8854105/new-science-guidelines
[4]http://www.straitstimes.com/opinion/prof-no-one-is-reading-you
[5]https://en.wikipedia.org/wiki/Smart_contract
[6]https://steem.io/SteemWhitePaper.pdf
[7]http://www.leukippos.org
I like the idea, incentivising science seems like a worthwhile goal. Especially on a platform like Steem where everything is open access to anyone who wants to view it.
This would be a great way to get all of the various synthetic biology pathways out there and available for people to incorporate into their own biological circuits, and also provide some reward to the researchers who put the effort into making said circuits.
Synthetic biology is painstaking work, that much I know. I have seen quite a few talks from people in this field recently ( over the past year or so ) as invited speakers where I work, and its clear how difficult the field is. They are truly swimming in uncharted waters.
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According to the PEvO whitepaper, "All European scientific articles [are] to be freely accessible by 2020". What is even more important is Open Data. The Steem blockchain could become the world's largest science laboratory. Data is accumulated, entered into the blockchain. Experiments could be curated as in Steemit posts. Upvotes by more proven scientists rewards the author of the work with Steem. Furthermore, Steem could be an incentive for scientists to replicate previous work to provide validity to an experiment.
Integrating all scientific work is a synergy that would have unimagined results because science is challenging to digest, learn what is current and see down the line to future developments.
Furthermore, if scientific data is incentivized to be machine readable via RDF, AI could generate hypotheses and test them autonomously. The possibilities are endless.
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I would be glad to contribute my work to such a system, were it set up for me to do so.
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Michael Wolf ([email protected]), Alexander Drichel ([email protected]) and Marlies Wiegand ([email protected]) are already working on archiving knowlege via the Steem blockchain. Here is a quote from their whitepaper: "Until now, no appropriate technical solution for longterm digital archiving, open access and open evaluation of scholarly content could emerge outside of a niche. This paper presents and describes the concept of a decentralized online platform called PEvO . Pevo gives the possibility for an interactive, free and unrestricted archive of human knowledge which is accessible worldwide and digitally preserved. The novelties of this approach are based on the use of blockchain technology, namely the Steem blockchain." PEvO's white paper, Decentralized Open Access and Evaluation, can be downloaded here: https://pevo.science/
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This looks like a great initiative. I am no expert in biology but i am part of #pevo team. I think it will be great for us to work together :-) What do you think?
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I'm looking forward to the completion of the Pevo project as it provides a working archive for scientific data in addition to evaluation of experimental results. One thing I would suggest is couching all data in RDF (Resource Description Framework) to make the scientific data machine readable. This allows emergent AI technology to utilize Pevo data to further science alongside human scientists. RDF has been around for a while and has never really caught on. While RDF is tedius and boring when heaped upon the long hours and hard work of science, I feel that the time is right for the advantages of having emergent AI come into the picture to begin an unpresidented era of rapidly accelerating scientific advancement.
Your name has already registered on my radar and I look forward to working together in the future.
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@transhuman This is great. @pharesim is spearheading the pevo project. We would like your valuable input on how pevo can help do it. We have a chat channel at chat.pevo.science. Please join us :-)
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This seems like a very interesting idea! While I'd certainly like to see such a system created and would want to help further the community in any way I could.
On another note: the Leukippos website really needs an update. It looks like it was thrown together in less than five minutes. While it seems superficial, a website like that will really harm the reputation of a team that is looking to push new technology to be adopted in a mainstream environment with tradition as deep-rooted as within the scientific community.
I am not sure if you are a part of the team, but if you are, please let whoever is in charge of the site to clean things up, including the graphics that are in use. High-quality media on a website is an instantaneous reflection of the quality of the commodity (information, product, service, etc.) being marketed on a site. It's why people generally steer well clear of sites that are bloated with terribly placed ads and jarring designs.
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Your input is correct and duly noted. Leukippos is working to improve the website. I hesitated to include mentioning it in the paper, but they are a group interested in doing synthetic biology. The problem is too much to do, so little time etc. Leukippos staff are all volunteers and there is not funding that I know of. Actually, I am trying to get them involved with synthetic biology on Steemit, but they feel the need to improve the website. Hopefully, we will get more workers to add momentum to projects.
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I may be able to help with some of the graphics for the website! I am by no means a professional but I believe I may be able to create some good media for the site. I will send an email to the Institue after I have made a sample, provided I have the time to do so, so that whoever is in charge can at least consider including some of my work.
Similarly, I may be able to help with the site as well. Again, I will contact the Institute directly if I will be able to help, although the remainder of the year promises to be very hectic for me. I hope I will be able to find the time to help, though!
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Gerd is our leader and I gave him a heads up that you were contacting Leukippos Institute. I look forward to collaborating with you.
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FYI: Leukippos Institute Leukippos Institute collaborated on an article published by O'ReilleyMedia Media in BioCoder DIY/ Bio Newsletter Spring 2015. The title of the article is "Bioinformatics for Aspiring Synthetic Biologists" and can be found on page 5 here:
www.oreilly.com/biocoder/issues/BioCoderSpring2015.pdf
Leukippos also has a Facebook page: https://www.facebook.com/groups/320000391386916/?ref=bookmarks
You are welcome to collaborate with us.
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That is fantastic! Thank you so much for that information. I will look into that as soon as I can. I hope you have a great week :+)
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Interesting article about the power of Steemit to help incentive authors of scientific work on the blockchain. I think you are correct in that it would need a peer reviewing process or a way to filter out responses from non-scientifically trained individuals and to include an incentive to those that have experience in the field and could serve as editors and reviewers. I think your organization's webpage will need improvement and I would like to help or be a part of your idea if you would have me.
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Any update on the synthetic biology experiments?
I'm a materials scientist working in data science and am considering how to build a steem based reward system for digitizing and analyzing data from the literature.
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Hi
There are no updates on synthetic biology experiments to report.
However, here is an interesting article about blockchain and science:
https://hackernoon.com/mapping-the-blockchain-for-science-landscape-546b61bfbd1
I hope it is of interest.
Also, an interesting website: https://www.blockchainforscience.com/
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