• 33 Posts
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Joined 1 year ago
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Cake day: June 13th, 2023

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  • So, it has been a while since I read the manhwa (I haven’t read the original webnovel), but I am overall pleased with how the adaptation has gone so far. You could definitely tell that there were very limited budgets. There are so many instances of slideshow animations or just still images, but they seemed to invest heavily in making beautiful stills and backgrounds.

    My major complaint about the show is that, in general, it has gone very slowly. I expected them to be further along in the story after 12 episodes, but the pacing has been plodding at best. If my memory serves, I think they adapted 3 of the 7 volumes of the manhwa. I understand that a lot of shows tend to go too quickly, but this show just seems to drag out every conversation like it is padding for time (maybe to help stretch the animation budget too).

    Overall happy with the show so far and hope that if it gets a second season it gets a bit more resources thrown its way.


  • That is true. Vertex claims that some of the follow-up therapies to this do not require immunosuppressants, so time will tell.

    From a strategic perspective, I wonder if they will proceed with Phase 3 or not. I have worked on several programs in the past where we pushed through to Phase 2 to get a proof of concept in humans before scrapping the program because we have a better version of the molecule (using the same mechanism of action) getting ready right behind it. This therapy from Vertex may have proven the concept to allow a better version to come next.









  • I commented this in a different thread on this news story, but this approval in an interesting one in that it has been approved using the accelerated approval pathway because there was an unmet clinical need. However, if you look at the clinical landscape, there are other options for treatment (also from Sarepta I should mention). Additionally, the interim clinical data showed protein expression which is what the FDA cited in their approval, however that interim data did not show significant positive clinical benefit. From PBS:

    FDA scientists detailed a long list of concerns with the company’s research, particularly a mid-stage study that the company submitted for FDA review. Overall, it failed to show that boys who received the therapy performed significantly better on measures like standing, walking and climbing than those who got a dummy treatment

    Accelerated approval pathways make sense in many cases they are used, however, the agency should beware allowing accelerated approval being abused by drugmakers to get a drug to market quickly and then slow-walk the post-approval obligations (which are usually very expensive phase 3 studies). Being too liberal with accelerated approvals incentivizes questionably efficacious therapies that are simply used as a profit tool before the data shows the full extent of their clinical impact.

    I recently posted an opinion piece that talks about this in some more detail and provided some additional thoughts in that thread. I am not a specialist when it comes to regulatory practices or strategy, but simply a scientist in the field that is concerned about potential abuse of a regulatory mechanism that has the potential to cause harm to patients.











  • Great article summarizing the BBB. The brain is one of the highest priority targets for biologics therapeutics (viral & non-viral gene therapies, antibodies, peptides, etc.) and one of the most difficult to access via traditional routes of administration (IV, subcutaneous). I have worked on programs in the past that tried to access the brain via other administration methods (intrathecal, intraparenchymal), but both of these are quite invasive and lead to adverse events purely from the procedure. Engineering ways to cross the BBB would open up a huge number of potential therapeutic options for neurological disorders.

    One of the other high priority targets that is difficult to access is the eye/retina. It has a similar set of biological barriers that prevent access to sensitive areas that are medically desired. If you want more reading on the eye, see this paper.


  • I think that fMRI is just beginning to realize its potential. It is such a powerful technique to image the brain, that as we improve the technique and can see more, we will learn more. I like to make the analogy that modern imaging techniques (MRI, microscopy, PET, etc.) have done at least as much to expand human knowledge as the more widely known (within the general public) telescopes (Hubble, JWST, etc.).

    One thing that I like about this approach is that it is looking at the brain as a complex system rather than trying to ID and characterize individual neurons. From the article:

    Neuroscience has traditionally focused on interactions between neurons to understand brain function. There is a growing area of science looking at larger processes within the brain to help us understand its mysteries.

    This reminds me of my statistical mechanics course when I was in grad school. You can study individual particles all you want, but when you get a large number of them, things change. One oxygen molecule behaves differently than a room full of air just like a single neuron behaves differently than a head filled with a brain. The path of neuroscience is following a similar trajectory physics did in that it could make sense of things at the individual scale, but working with large numbers of interactions is harder and requires more complex experiments/theories/models to deal with.


  • In my professional life, I have worked on a number of clinical phase therapeutics and authored sections of regulatory filings submitted to agencies like the FDA and EMA. Several of those assets were classified as orphan drugs and were granted accelerated approval. I think that the accelerated approval process fulfills a role that is needed in cases where there is an unmet medical need. Additionally, some indications lend themselves to proven proxy measures for efficacy that give a high level of confidence in clinical use. However, the accelerated approval process as it is currently used is prone to abuse in that the FDA is not able or willing (not sure which) to enforce post-approval actions on drugmakers in a timely fashion.

    The author’s example of Makena shows that over a decade can pass without showing medical efficacy in follow-up trials before marketing authorization is pulled. The author doesn’t go into detail, merely linked to it, but the conditional approval granted by the EMA is much more fit for purpose. Under that process, the conditional approval is just granted for one year and must be renewed each year. I have not worked on this renewal process personally, but from experience interacting with the agencies before, they would be looking for material progress towards meeting any stated post-approval obligations. This process gives the EMA an annual chance to pull a product if there is ambiguous or no demonstrated clinical effect or if the adverse events are more severe or common than anticipated.

    As an aside, I found it interesting that the impending Leqembi (lecanemab) accelerated approval is what inspired this article. Leqembi’s predecessor, Aduhelm (aducanumab), was granted accelerated approval, but was so poorly received by the market/hcp’s/insurance companies, that it might as well have not been approved at all.


  • I am not in academia any longer, so I don’t have access to the full paper, but I would be really curious about the boundary conditions they see. They claim to have a region of isolated turbulent mixing, however, this would mean that they no longer have a no-slip boundary layer, something that I find hard to believe in a fully fluid system like this. Instead, I imagine the best they could likely do is have a boundary region over which the Reynolds number decreases rapidly as you move from the turbulent region to the non-turbulent region.

    As an aside, this reminds me of some really cool research that a friend of mine did back in grad school which is kind of like the inverse of this. They created an active system in which turbulent mixing was bound to the surface of a vesicle (video)


  • Not too much is really calling out to me for Summer, so I will likely get a chance to work through some backlog. There are a couple I will check out:

    • Most looking forward to: Horimiya
    • Most hopeful it turns out well: Kenshin remake
    • Most curious to see what the hype is about: Atelier Ryza
    • Most willing to turn brain off and just enjoy: Vending Machine Isekai


  • Great insight into the clinical process of Alzheimers care. I have worked on Amyloid programs before (early stage pharma R&D), and was wondering if there are significant clinical differences between lecanemab and aducanumab that makes you think this approval will have a less problematic trajectory? From my perspective, they are both mAbs targeting the same thing, but the discussion around lecanemab is different than it was for aducanumab, but perhaps that was primarily due to the non-standard phase 3 process of adu.


  • I have my PhD in physics with a background in material science and primarily work in Pharma developing early stage biologics programs (antibodies, gene therapies, etc). That means basically any of the molecules I have worked on are maybe 5+ years away from reaching the market. I don’t meet many other physicists in this field, instead it is primarily chemical engineers and biochemists. Even working in industry, I still have the chance to publish and attend conferences though.