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        <title>Research Collective</title>
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        <description>A collection of researchers ushering in the second scientific revolution. </description>
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            <title><![CDATA[Incentive Structures for Decentralizing Science [1/3]]]></title>
            <link>https://paragraph.com/@research-collective/incentive-structures-for-decentralizing-science-1-3</link>
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            <pubDate>Fri, 14 Jul 2023 04:25:08 GMT</pubDate>
            <description><![CDATA[Incentives shape outcomes. Science is shaped by hidden economic and political forces that distort what seems to be true. Decentralized Science may alleviate problems around funding, conducting, and sharing research. The resulting swell in knowledge — if we make DeSci happen — would be nothing less than a second scientific revolution. This three part series describes systems to augment existing scientific practices. These incentives structures are made practical by distributed networks, more c...]]></description>
            <content:encoded><![CDATA[<p>Incentives shape outcomes. <strong><em>Science</em></strong> is shaped by hidden economic and political forces that distort what seems to be <strong><em>true.</em></strong> <strong><em>Decentralized Science</em></strong> may alleviate problems around funding, conducting, and sharing research. The resulting swell in knowledge — <strong><em>if</em></strong> we make <strong><em>DeSci</em></strong> happen — would be nothing less than a second scientific revolution.</p><p>This three part series describes systems to augment existing scientific practices. These incentives structures are made practical by <strong><em>distributed networks</em></strong>, more commonly known as <strong><em>blockchains</em></strong>.</p><p>This first part focuses on incentivizing participation in clinical trials.</p><div data-type="subscribeButton" class="center-contents"><a class="email-subscribe-button" href="null">Subscribe</a></div><h2 id="h-decentralized-clinical-trials" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">Decentralized Clinical Trials</h2><h3 id="h-definition" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Definition</h3><p>For decades, <strong>decentralized trials</strong> have referred to experiments that are conducted without a singular clinic site. Perhaps a federation of clinic sites located across multiple geographic regions administered the treatment and collected blood samples. Alternatively, participants might be mailed a biological compound, and their responses would be collected by mail or phone.</p><p><em>Decentralized trials need not have a ‘blockchain’ component, but the right incentives might drive consistency and adherence, which are typically challenging relative to traditional clinical trials.</em></p><h3 id="h-problem" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Problem</h3><p>In all human research, participants drop out. Perhaps they move; perhaps they grow bored and then simply forget. Perhaps they have a negative reaction to the treatment, but do not want to seem “mean”, and rather than reporting the adverse event, they simply stop showing up or responding to the clinicians.</p><p>This problem is even worse in ‘decentralized trials’.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/d0c6b07d6570961982c656504ea31333cc3f8a255f89eac84bcc0aaf758de922.jpg" alt="Many people like the idea of participating in a trial. Not as many people like having their blood drawn or to answer surveys." blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="">Many people like the idea of participating in a trial. Not as many people like having their blood drawn or to answer surveys.</figcaption></figure><p>In decentralized trials, there is often less of a human connection to the clinical staff. Participants tend to have less ‘skin in the game’. They may be eager to receive the treatment for ‘free’, but are often not very motivated to actually supply results to the researchers.</p><p>This <strong>drives costs up</strong>, and creates added <strong>difficulty</strong> for <strong>estimating</strong> how many <strong>participants</strong> will be needed for the study to have <strong>statistical significance</strong>.</p><h3 id="h-solution-a-escrow" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Solution A: Escrow</h3><p>When a participant signs up (and is deemed eligible to participate in a trial) they must then put some <strong>currency</strong> into an ‘<strong>escrow</strong>’ account <strong>before they receive the treatment</strong>.</p><p>Upon the study’s conclusion, if the participant is found to have submitted their data, <strong>they receive their currency</strong> held in escrow back.</p><p>An added twist: adherent participants <strong>receive a cut of the drop outs’ currency</strong>; making participation in the study <strong>profitable</strong>.</p><p>*This solution is ideal for <strong>‘low risk</strong>’ trials, in which dropping out is more likely to be driven by inattention rather than adverse events. *</p><p>Caveat: Participants are motivated to submit ANY data, and not necessarily true data. Consequently, it is important that participants have a way to ‘exit’ the study and still receive their escrow back; perhaps by having a call with a researcher. There must be SOME friction to leave the trial, but not enough that they would rather submit fake data than lose their currency held in escrow.</p><h3 id="h-solution-b-tokens" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Solution B: Tokens</h3><p>Upon completion of the trial, participants that were satisfactorily adherent receive a share of tokens. These tokens represent equity or royalties for future commercialization of the treatment.</p><p><em>This solution is more ethical for ‘high risk’ trials, in which participants may experience harmful effects.</em></p><p>Caveat: Bad actors may seek to make multiple accounts, or coordinate between participants, to supply fake data. This conspiracy may, for instance, inflate the treatment’s effect. Such actors would likely sell their tokens at the first chance, potentially wrecking the project’s chance of ever making it to market. Anti-sybil and reputation mechanisms will likely alleviate this risk.</p><h2 id="h-conclusion" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">Conclusion</h2><p>Decentralized trials are one of the solutions for the ‘valley of death’ facing new biomedical therapies. By adding ‘crypto incentives’ to decentralized trials, participation and adherence can be increased, allowing more therapies to be validated.</p><h3 id="h-calls-to-action" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Calls to Action</h3><p><strong>Interested in participating in a decentralized clinical trial, or finding other biohackers?</strong> <em>Fill out </em><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://3ul1m86tyvp.typeform.com/to/Esh0Es2a"><em>this brief survey</em></a><em> to join the community.</em></p><p><strong>Are you a researcher yourself?</strong> <em>Consider adding one of these incentives to an upcoming study; potentially as an added condition to document their effect on adherence.</em></p><p><strong>Are you also building in DeSci?</strong> <em>Let’s coordinate on implementing these mechanisms into emerging platforms, like POAP or DeSci Labs.</em></p><p>Email address: <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="mailto:contact@researchcollective.io"><strong>contact@researchcollective.io</strong></a></p><p>Twitter: <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://twitter.com/ResearchDAO"><strong>ResearchDAO</strong></a></p><div data-type="subscribeButton" class="center-contents"><a class="email-subscribe-button" href="null">Subscribe</a></div>]]></content:encoded>
            <author>research-collective@newsletter.paragraph.com (Research Collective)</author>
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            <title><![CDATA[Patrick Bateman in 2021 ]]></title>
            <link>https://paragraph.com/@research-collective/patrick-bateman-in-2021</link>
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            <pubDate>Tue, 15 Mar 2022 15:45:45 GMT</pubDate>
            <description><![CDATA[Patrick Blumenthal (1996)Voiceover with a Video Overlay The film American Psycho was released in 2000. This sketch is imagining what the movie would&apos;ve looked like had it been made in 2021. Digital Auction: https://opensea.io/assets/0x495f947276749ce646f68ac8c248420045cb7b5e/52177191260495391802590070422504774445269288061660369362278009269084787572737 Original Context: https://twitter.com/PatrickJBlum/status/1476731931643588625]]></description>
            <content:encoded><![CDATA[<h3 id="h-patrick-blumenthal-1996" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Patrick Blumenthal (1996)</h3><p><em>Voiceover with a Video Overlay</em></p><p>The film American Psycho was released in 2000. This sketch is imagining what the movie would&apos;ve looked like had it been made in 2021.</p><p><strong>Digital Auction:</strong></p><p><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://opensea.io/assets/0x495f947276749ce646f68ac8c248420045cb7b5e/52177191260495391802590070422504774445269288061660369362278009269084787572737">https://opensea.io/assets/0x495f947276749ce646f68ac8c248420045cb7b5e/52177191260495391802590070422504774445269288061660369362278009269084787572737</a></p><p><strong>Original Context:</strong></p><p><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://twitter.com/PatrickJBlum/status/1476731931643588625">https://twitter.com/PatrickJBlum/status/1476731931643588625</a></p>]]></content:encoded>
            <author>research-collective@newsletter.paragraph.com (Research Collective)</author>
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            <title><![CDATA[N6 - HIV Antibody Plasmid Gene Therapy Experiments (2022)]]></title>
            <link>https://paragraph.com/@research-collective/n6-hiv-antibody-plasmid-gene-therapy-experiments-2022</link>
            <guid>NUpi9ROf0XKvxCNsN6ww</guid>
            <pubDate>Sat, 12 Mar 2022 19:01:58 GMT</pubDate>
            <description><![CDATA[From 2017, a group of researchers started working on a plasmid gene therapy for delivering a HIV antibody. auction://0xabEFBc9fD2F806065b4f3C237d4b59D9A97Bcac7?network=mainnet&tokenId=8622&auctionId=0x8da397f19d1e7d5c93fa301b970ff93ef3b3dc11db82df6f3ef11a3acb52bc00 These three pieces depict a series of experiments, undertaken from 2017 to 2021, intended to transfer the N6 antibody gene using a plasmid vector. The N6 antibody was discovered in a patient that was naturally resistant to HIV. The...]]></description>
            <content:encoded><![CDATA[<h3 id="h-from-2017-a-group-of-researchers-started-working-on-a-plasmid-gene-therapy-for-delivering-a-hiv-antibody" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">From 2017, a group of researchers started working on a plasmid gene therapy for delivering a HIV antibody.</h3><div data-type="youtube" videoId="8YKu1J_2cq8">
      <div class="youtube-player" data-id="8YKu1J_2cq8" style="background-image: url('https://i.ytimg.com/vi/8YKu1J_2cq8/hqdefault.jpg'); background-size: cover; background-position: center">
        <a href="https://www.youtube.com/watch?v=8YKu1J_2cq8">
          <img src="{{DOMAIN}}/editor/youtube/play.png" class="play"/>
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      </div></div><p><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://etherscan.io/address/0xabEFBc9fD2F806065b4f3C237d4b59D9A97Bcac7">auction://0xabEFBc9fD2F806065b4f3C237d4b59D9A97Bcac7?network=mainnet&amp;tokenId=8622&amp;auctionId=0x8da397f19d1e7d5c93fa301b970ff93ef3b3dc11db82df6f3ef11a3acb52bc00</a></p><p>These three pieces depict a series of experiments, undertaken from 2017 to 2021, intended to transfer the N6 antibody gene using a plasmid vector. The N6 antibody was discovered in a patient that was naturally resistant to HIV. The antibody’s corresponding gene sequence was published online by the NIH.</p><h2 id="h-n6-v2-2019" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">N6 V2 (2019)</h2><p>The second experiment used a modified version of the plasmid vector, designed to last for months within the body. Direct quantification of the antibody proved difficult, however, Tristan’s blood serum seemed to bind to HIV’s envelope (GP120) relatively better after the injection via an ELISA.</p><h2 id="h-n6-v1-2017" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">N6 V1 (2017)</h2><p>The initial version was a basic plasmid which had had the N6 gene inserted into it. The recipient, Tristan Roberts, was off of ART at the time. The first experiment did not yield meaningful results - subsequent viral load &amp; CD4 tests were within historical ranges.</p><p><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://zora.co/collections/zora/8620">https://zora.co/collections/zora/8620</a></p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/b4864546943f096f9ce453ff7d6bcf4316d589db13d42f2c56147f14c89c0d21.jpg" alt="This graphic shoes the break down of how proceeds are shared for the auction above using Mirror&apos;s Split feature. " blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="">This graphic shoes the break down of how proceeds are shared for the auction above using Mirror&apos;s Split feature.</figcaption></figure><p><strong>V1: Andreas Stuermer</strong> suggested that N6 might be suitable for a plasmid therapy; <strong>David Ishee</strong> was contracted by <strong>Aaron Traywick</strong> to make the first version, which was injected by <strong>Tristan Roberts</strong> in 2017. The majority of the funds are going towards a multi-sig wallet for future HIV research.</p><p><strong>V2:</strong> Walter designed the plasmid, Tristan subjectively evaluated it, Jessica performed analysis on the samples, and Mac provided financial and emotional support. Similarly to V1, the majority of the proceeds from this auction will go towards a multi-sig wallet for future HIV research.</p><p>Entities included in the ‘Partners’ split include the multisig behind Desci.Eth, which is supporting travel to #DeSci conferences, the <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://foresight.org/foresight-discord/">Foresight Institute</a>, which funds radical new science, and the nascent <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://docs.google.com/document/d/1TW6nlph-u7y9tTWTx6a33v9waol-1gLMcBZK_xWPJuY/edit">Science Fund</a>.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/0848088c9b5b13d6e6eb52a5cab44b222823bc15e5a63c7d6e11a5b6d92ff402.png" alt="An anti patent for a combination treatment for HIV. (2022)  " blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="">An anti patent for a combination treatment for HIV. (2022)</figcaption></figure><p>If the plasmid antibody delivery method later proves successful, this combination treatment anti-patent will be editioned and auctioned to fund a phase 1 study.</p>]]></content:encoded>
            <author>research-collective@newsletter.paragraph.com (Research Collective)</author>
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            <title><![CDATA[Autophagy Activator Drug Discovery (2021)]]></title>
            <link>https://paragraph.com/@research-collective/autophagy-activator-drug-discovery-2021</link>
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            <pubDate>Tue, 08 Mar 2022 07:53:19 GMT</pubDate>
            <description><![CDATA[Dani Elyse (UltraRare Bio)Maxon 3D suite, Adobe After EffectsLicense for Future IPFor Molecule’s second IP-NFT, we illustrated a key concept from the Korolchuk Lab’s research proposal. Using a “before” and “after” approach, this piece demonstrates how the compounds being investigated might reinvigorate a diseased cell’s dysfunctional autophagy pathways. Compared with the disease state on the left-hand side, the right-hand side shows the impact of these compounds, which are represented by the ...]]></description>
            <content:encoded><![CDATA[<h3 id="h-dani-elyse-ultrarare-bio" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Dani Elyse (UltraRare Bio)</h3><p><em>Maxon 3D suite, Adobe After Effects</em></p><h3 id="h-" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0"></h3><h3 id="h-license-for-future-ip" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">License for Future IP</h3><p>For <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://molecule.to">Molecule’s</a> second IP-NFT, we illustrated a key concept from the Korolchuk Lab’s research proposal. Using a “before” and “after” approach, this piece demonstrates how the compounds being investigated might reinvigorate a diseased cell’s dysfunctional autophagy pathways. Compared with the disease state on the left-hand side, the right-hand side shows the impact of these compounds, which are represented by the glowing blue particles in suspension. Color was used to distinguish the disease scenario (red tones typically suggest danger) from the solution scenario (blue and greens typically suggest health or resolve). When the compounds are present, many changes take place in the scene including mitochondria ‘boosting’, reinvigorated autophagy pathways, fusion of the lysosome and autophagosome, and degradation of damaging cellular contents.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/8fc30597910b6f90ac78bcca38526482ae60a9ccf157e8304a22d3841330685d.gif" alt="This NFT represents a license for future IP related to the Korolchuk lab&apos;s research. This legal aspect is mediated by a legal organization." blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="">This NFT represents a license for future IP related to the Korolchuk lab&apos;s research. This legal aspect is mediated by a legal organization.</figcaption></figure><p><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://opensea.io/assets/0x42d2354ef0b54279516f5799791086f2f499086e/34665775699924936448837419249216092913194045172233235244409387707174841393875">https://opensea.io/assets/0x42d2354ef0b54279516f5799791086f2f499086e/34665775699924936448837419249216092913194045172233235244409387707174841393875</a></p><p><em>See it on OpenSea with the above link.</em></p>]]></content:encoded>
            <author>research-collective@newsletter.paragraph.com (Research Collective)</author>
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