Hepatitis C Commercial Game Theory


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entirely upend the above simplistic prediction of how competition in the HCV game will unfold if RG101 reaches the market in 2017 or 2018. Based on data Regulus released in October, approximately 40 percent of patients had undetectable levels of virus within 2 weeks of receiving a single injection of RG101, and they remained undetectable as of the date of the press release, in some cases months after the injection, suggesting these patients were cured.

The potential impact of Regulus’ agent on the HCV market has been downplayed. Some investors and physicians argue that there is no place for an injectable drug in what has become an all-oral playing field. In the past, patients with HCV objected to injections of another therapy called interferon because it made them feel terrible, causing flu-like symptoms, and had to be self-administered over 6 to 12 months. The interferon injections and RG101 are hardly comparable. Unlike interferon, RG101 so far appears to be safe and well tolerated, even after repeated injections at higher doses.

If more data support those already reported for RG101, then a simple and highly effective “sandwich” regimen becomes plausible—a single physician-administered injection of RG101, followed by a 4 to 6 week prescription of an oral regimen, possibly ending with another injection of Regulus’ drug. With RG101 alone knocking down the virus for a prolonged period of time, it may not matter which oral regimen is used in the sandwich. In other words, RG101 may prove a great equalizer; anyone’s drugs may prove “good enough” when sandwiched between two injections of RG101 for 4 to 6 weeks. By potentially enabling more players to become competitive, Regulus threatens the market share of both Gilead and AbbVie. In addition, if RG101 enables, for example, a 4-week sandwich regimen, the shortened dosing time (from 8 to 12 weeks, to 4) would cut Gilead’s revenues by 50 to 67 percent and AbbVie’s by 67 percent. This revenue reduction could be captured in Regulus’ pricing of RG101, keeping the cost per cure the same, but shortening the treatment regimen.

Regulus could also pursue a response-guided treatment paradigm that, if successful, would have far more impact on established HCV players. In that scenario, all patients would start with a shot of RG101. After 4 weeks, a patient would see their physician again to get a blood draw and a second shot of RG101. The blood draw would be analyzed, and, if the patient’s virus was undetectable (this is called an “RVR4” response), he or she would not need any other treatment. If the patient still had detectable virus, then the physician would prescribe a 4 to 6 week oral regimen, such as Harvoni or Viekira Pak, to ensure a cure.

This scenario is reminiscent of prior regimens in HCV, where patient response after 4 weeks of treatment (i.e., RVR4) with Vertex Pharmaceuticals’s (NASDAQ: VRTX) telaprevir (Incivek) or Merck’s boceprevir (Victrelis) determined whether patients received an extra 6 months of treatment. Such a response-guided regimen would be judged by the overall cure rate and not just by the cure rates seen with RG101 alone; as long as the cure rates were similar to the roughly 95 percent of other regimens, it would likely be approved and used. If 40 percent of patients had undetectable levels of virus after 4 weeks of treatment, as was the case in the phase 1 data released in October, then 40 percent of patients would be treated with just RG101 and 60 percent would get the add-on oral therapy for 4 to 6 weeks. That would result in an overall reduction in the number of oral doses of 75 percent for Gilead and 80 percent for AbbVie, with a similar drop in their revenues.

Those still doubting that there is room for an appropriately priced, injectable drug in future HCV regimens should also consider the incentives of physicians, who want to remain relevant to their patients and monitor their progress. By administering an RG101 injection, physicians would be more actively involved (and more relevant) in the care of their patients, and they would also be paid for their efforts. Under current reimbursement conventions, physicians would be compensated at 6 percent of RG101’s price, just as oncologists and rheumatologists are paid 6 percent of the costs of the injected and infused drugs they administer. Physicians are not compensated for prescribing oral medications. Whether such incentives should influence how a physician treats a patient is an entirely separate question, but these incentives do exist; thus, they have to be taken into account when anticipating RG101’s impact on the HCV market.

With only a modest amount of clinical data, Regulus is considered a long shot at the moment; therefore, Abbvie, Gilead, Bristol, Merck, Achillion, and any other HCV player should first optimize their all-oral regimen strategy. In other words, there is still strategic sense for AbbVie and Bristol to vie for Achillion to ensure their competitive positioning against Gilead and eventually Merck, and to keep Achillion out of another player’s hands.

Assuming that happens and only Gilead, AbbVie, Bristol, and Merck are left, these four players will all still need to worry about Regulus—and the company that wins Regulus could end up with the best regimen. For the ones that do not, even an all-oral, 12-week regimen will likely be considered “good enough” to compete if it is offered at a big enough discount. But competing on price has not been the traditional aspiration of pharmaceutical companies; therefore, those projected to bring up the rear need to up their game, while those currently leading in quality should be thinking about how to stay ahead.

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Peter Kolchinsky is a founding partner and portfolio manager at RA Capital Management, a crossover fund investing in healthcare and life science companies. He received a Bachelor’s degree from Cornell University and a PhD in Virology from Harvard University. As noted above, one or more investment vehicles managed by RA Capital has positions in Achillion and Regulus. Follow @

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17 responses to “Hepatitis C Commercial Game Theory”

  1. Joel L. Zive says:

    As a specialty pharmacist, I have to deal with two barriers before I can dispense these new oral Hep C medications to patients: obtaining a prior authorization from the PBMs and then getting their copays covered. This article gave me a road map of what might lie ahead in terms of pricing. Interesting insights.

    • Edmond C says:

      In light of what has happened since the first shots were fired, what is your reactions to the Hep C Price War where GILD has clearly signaled that it will defend its market share. Did GILD over-react? Was ABBV too aggressive in pursuing additional market share post Express Scripts. Really enjoyed your article. Go Big Red. This comment is for the author)

  2. The Blue Rose says:

    Why did you not mention your large investment in Benitec Biopharma (BTEBY)?

    Surely their potential single shot regime TT-034 (that requires no adjunct or backup) fits into your theory. It is only months behind RGLS at the clinic (and ddRNAi has a better safety record).

    • Author says:

      For same reason JNJ’s nuke (from alios) did not get included… no human data yet. Once there are some data, it becomes worth speculating on what might be.

      • Joey R says:

        Nice article. I hope to see another article outlining your thoughts if Benitec’s TT-034 demonstrates efficacy with the one shot cure. That would surely upend this whole article.

        • Author says:

          Indeed, that would be interesting; I’m looking forward to the data. However, the game probably doesn’t change as much as you would think. In the game of “good enough cure”, being the best isn’t as relevant as the Hippocratic Oath would suggest. Price would still matter. Once a company like Abbvie gets into the “good enough” zone, there is little risk of being cut out of the competition entirely because, if push comes to shove and you have nothing to lose, you just drop price until payers can’t ignore you. That being said, once you get low enough, price cuts below that may not matter. I don’t know what “low enough” is, however. If a one-shot cure cost $20k and everyone wanted it, leaving all companies even with all-oral 6-week regimens with zero market share, would Express Scripts give one of them exclusive formulary status if they dropped their price to just $10k? What if one-shot were $10k and an all-oral dropped price to $5k? That’s billions in savings. Ultimately, everyone still gets cured and taking one pill a day for 6 weeks is not that inconvenient. So even a company with a one-shot cure would have to play by the rules of “tacit collusion” and merely compete for some market share but leave enough for the other merely “good enough” players to feel satisfied so they don’t cut price further. So the article doesn’t get upended… it merely gets extended along the same lines.

          However, in emerging healthcare markets where complying with a 6-week regimen is hard, a one-shot cure would be very important; that’s a very low price, high volume game, totally different from US/EU/Japan markets we’re used to thinking about. That’s a whole other article.

          • Brama says:

            And don’t forget that this one shot cure may potentially have continuous efficacy for 150 days or more. I do believe that one shot and walk away tilts the hand it benitec’s favor, but even more so is that if it works the way they are thinking, it will cover most, if not all, genotypes.

          • Author says:

            I believe that you are referring to the idea that an AAV vector should continue to express the shRNA payload indefinitely (Factor VII has been shown to express for years) and therefore may protect patients from being reinfected. That is a cool feature, even if reinfection happens at a very low rate, and would need to be proven in studies, but by the time they are nearing the market, I think we’ll have data on the rate of reinfection among patients who had been cured with standard regimens. I think that many of the patients cured in the past with interferon-based regimens were relatively responsible patients who were compliant with fairly onerous treatments, possibly not as prone to HCV reinfection as some at-risk patients (IV drug users who can’t be bothered to use clean needles, customers of tattoo parlors that reuse ink). However, new oral regimens might be used to treat more of the at-risk patients, and so maybe we’ll see a higher reinfection rate. In any case, this was an article that touched on most of the drugs for which we have clinical data. There will be opportunities to discuss new agents down the road when they yield data.

          • Brama says:

            Plus the fact that it is supposed to be pan-geno in this one shot….no one treatment can make that claim…..yet.

          • The Blue Rose says:

            Thanks for your answer regarding TT-034 and Benitec.

          • Joey R says:

            Thank you for your response. Yes I guess it wouldn’t upend the whole article or basis of it. It would just add another equation to the mix, albeit a very interesting one for sure.

    • Brama says:

      Why reveal the Ace in their hands? If Benitec blows the lid off Hep C, guess who has an edge over investment timing. Additionally, TT-034 will also confirm the whole platform tech. Shhh. Don’t tell anyone. ;-)

  3. Markus says:

    In the light of a) improving “good enough” therapies or achieving the “good enough” and b) triple or quad therapies to improve barriers to resistance:

    Do you see a commercial value in an DAA with only 1-2 log 10 reduction, but with a different resistance profile than other agents on the market/in P2/P3 studies and achieving this reduction relatively fast (within the first two days)?

    (edited: data inserted/corrected)

  4. Author says:

    Such an agent would be of questionable value in the hands of a standalone company, but if safe and incorporated into, for example, BMS’ regimen, might help BMS make its 12-week regimen into a more competitive 8-week regimen. But adding a fourth drug to a triple therapy is not straightforward and would cause delays that I doubt would justify the trouble. So my guess is that the big players would not bother with such a drug. 1-2 logs might just be too little too late.

  5. shesaidsomething says:

    May-be 94K to cure Hepatitis C is the real issue (and don’t give that crap about drug development, 10 years, 1 billion….blah, blah, blah). I get the economics but the slick breakdown is just so disgusting. I can’t stomach it.

  6. Dayne Grimshaw says:

    have you finished your accumulation of blt.ax now peter? time to let it fly mate.

  7. Dayne Grimshaw says:

    you are one greedy motherfucker