AI transcript
0:00:03 Hi, everyone. Welcome to the A6NZ podcast.
0:00:06 I’m Sonal, and I’m here today with the fourth episode
0:00:08 of our new short form new show, “16 Minutes,”
0:00:10 where we cover recent headlines
0:00:12 the A6NZ way offering expert takes
0:00:14 on the trends involved in more.
0:00:16 You can follow the show in its own feed
0:00:18 in your favorite podcast player app.
0:00:21 Our other episodes cover multiple news items and topics,
0:00:23 but this week, we’re doing two separate,
0:00:26 but short, deep dives connected to recent headlines.
0:00:28 One on eSports gaming and the future of entertainment,
0:00:30 which you can find in this feed,
0:00:33 or at a6nz.com/16minutes.
0:00:34 And this episode,
0:00:38 which is on a sad but important topic, the opioid crisis.
0:00:39 Just to quickly sum up,
0:00:42 the issue of the opioid crisis has been around for years,
0:00:44 which is at this prescription opioid epidemic
0:00:46 that resulted in nearly 100,000 deaths
0:00:50 from 2005 to 2012, and what makes it even sadder
0:00:52 is that it just proportionately affected people
0:00:54 from regions that are underserved economically,
0:00:56 for instance, Native American tribal regions,
0:00:58 towns in West Virginia, and so on.
0:01:00 For what opioids are, as a reminder,
0:01:01 remember the word opium?
0:01:03 There are a class of drugs that include
0:01:05 heroin, fentanyl, pain relievers like OxyContin,
0:01:07 Vicodin, Codine, Morphine,
0:01:08 and most of those are pain relievers
0:01:11 that are legal and available by prescription.
0:01:13 This crisis has been around for years, but here’s the news.
0:01:15 The Washington Post and the publisher
0:01:17 of the Charleston Gazette Mail,
0:01:18 which is a West Virginia paper,
0:01:21 one of the regions that’s most impacted by this crisis,
0:01:24 waged a year-long legal battle and won a court order
0:01:28 for access to the Drug Enforcement Administration’s database,
0:01:29 which is this Automation of Reports
0:01:32 and Consolidated Orders, it’s the ARCOS database.
0:01:35 And basically, the Washington Post’s work helps visualize
0:01:38 how much specific drugs went to individual states
0:01:41 and counties, and who the top distributors,
0:01:43 manufacturers, and pharmacies that were involved.
0:01:46 And according to the Post, high-level findings,
0:01:49 just three companies manufactured about 88% of the pills,
0:01:52 and just six companies distributed 75% of them.
0:01:54 And over the past couple of weeks,
0:01:55 a number of lawsuits have been filed
0:01:56 as a result of those findings.
0:02:00 Arizona just filed a case against a maker of oxycontin.
0:02:02 Unusually, they did it directly at the Supreme Court level,
0:02:05 while towns and cities are suing pharmacies
0:02:07 like Walmart, CVS, and Walgreens.
0:02:09 In fact, nearly 2,000 cases have been brought
0:02:11 as reported by the New York Times.
0:02:14 And their headline for that story, by the way,
0:02:16 was so perfect and so starkly sad.
0:02:21 3,271 pill bottles, a town of 2,831.
0:02:25 So that’s a high-level summary of what’s going on,
0:02:27 what’s in the news.
0:02:29 I’d like to now welcome A-6 and Z-Bio,
0:02:32 general partners Jorge Conde and Vijay Pandey
0:02:34 to talk about their views on this
0:02:35 from their vantage point.
0:02:36 Welcome, guys.
0:02:37 – Thank you.
0:02:39 – So one bit of color from that New York Times story
0:02:42 that is just so vivid and heartbreaking.
0:02:45 One county in Ohio resorted to a mobile morgue
0:02:47 just to handle all the corpses from people
0:02:50 who died from overdoses, which is so sad.
0:02:51 And as with all such things,
0:02:54 science and technology is not living a vacuum
0:02:56 and plays out against a broader structural context.
0:02:58 So I want to acknowledge that,
0:03:00 that we’re going to be focusing on a specific angle,
0:03:02 but really this is a huge problem
0:03:04 on so many different levels.
0:03:06 So first of all, can you just quickly summarize
0:03:08 the crisis from your point of view?
0:03:10 Why opioid? What’s going on here?
0:03:12 – Well, first of all, opioids, as you said,
0:03:13 are opium-based drugs.
0:03:16 And it’s probably worth a moment to talk about
0:03:19 kind of how they work and why there’s a problem.
0:03:23 Opioids basically target a receptor class within cells
0:03:24 called the opioid receptors.
0:03:25 And there’s three main classes.
0:03:27 And the three main classes
0:03:29 all have slightly different functions.
0:03:31 And by the way, as we learn more biology,
0:03:34 but I think identified another 15 or 20 subclasses
0:03:34 of these things.
0:03:36 So the biology as you can imagine is complex,
0:03:38 but essentially what happens with an opioid
0:03:43 is that it targets one or usually many of these receptors.
0:03:47 And that has the pain numbing or pain killing effect.
0:03:49 It also hits some of our,
0:03:51 essentially our pleasure-seeking centers.
0:03:53 So it has the addictive effect.
0:03:54 – Right, hence the addiction.
0:03:55 – And by the way,
0:03:58 it also hits other important receptors that are necessary
0:04:00 for sort of our physiological function.
0:04:02 Most notably, one of the subclasses of receptors
0:04:04 is responsible for sending the signal to your brain
0:04:05 that you need to breathe.
0:04:06 – Whoa, I had no idea.
0:04:07 – Yeah, no.
0:04:10 So a lot of people that overdose and die from opioids,
0:04:12 really what they die from is forgetting to breathe.
0:04:15 And in fact, like the recovery drug Naloxone,
0:04:18 it basically competes for the drug off that receptor.
0:04:20 So the person actually comes back and remembers to breathe.
0:04:23 So the drug itself is incredibly powerful.
0:04:25 And I think one of the important things to remember
0:04:28 is that addiction isn’t weakness.
0:04:30 It’s not lack of willpower.
0:04:32 It’s actually a weakness of the biology
0:04:34 that the opioids target.
0:04:36 In fact, I remember when I was in graduate school,
0:04:39 I took a pharmacology class and the lecturer
0:04:41 at the beginning said,
0:04:42 if I took this classroom,
0:04:44 a very accomplished, intelligent driven,
0:04:46 responsible graduate students, medical students,
0:04:48 and gave everyone a dose of heroin,
0:04:49 a significant proportion,
0:04:52 a significant majority of this class
0:04:54 would be hopeless addicts tomorrow.
0:04:55 So a big part of the problem here
0:04:59 is that this is a very, very powerful class of drugs.
0:05:01 And what’s really tricky about opioids
0:05:03 is that a more powerful drug
0:05:04 is not necessarily a better drug.
0:05:06 – First of all, thank you for acknowledging
0:05:09 that this is not necessarily a choice that people make.
0:05:11 That’s really important, that it’s biology.
0:05:13 But you also mentioned heroin in that example.
0:05:14 That one is an illegal one,
0:05:16 which is of course a class of opioid,
0:05:17 but most of these are prescribed.
0:05:20 So I’m curious for how that plays out.
0:05:23 – First of all, biology is a very dynamic system.
0:05:26 And so if you take a drug, any drug, really,
0:05:28 you start to, or you tend to develop tolerance
0:05:29 for it over time.
0:05:31 And it can happen via various mechanisms,
0:05:33 but one of the mechanisms that’s believed
0:05:35 to be the case in opioids is that
0:05:37 as you essentially take the drug,
0:05:39 your receptors essentially become accustomed to it.
0:05:41 And so it actually changes the dynamic of the receptors
0:05:43 and people describe it as, you know,
0:05:45 if you take opioids for a long time,
0:05:47 you are quite literally changing your brain.
0:05:51 And so the result of that is if you’re taking a drug,
0:05:53 and especially for relieving pain,
0:05:56 you may need more and more of that drug to relieve pain.
0:06:01 If that particular opioid also happens to target or hit,
0:06:02 one of the receptors associated
0:06:06 with what’s linked to addiction over time,
0:06:08 you’re gonna seek more and more of it.
0:06:11 So it just becomes a truly biological dependence
0:06:13 at the cellular level for these drugs.
0:06:14 – Well, you know, it’s important to consider
0:06:16 why patients are getting these in the first place.
0:06:19 – Right, quite honestly, if this is of kind of,
0:06:20 the biology of it is that you become more addicted
0:06:22 as you take it, why are they getting it?
0:06:26 – And there’s two reasons, which is somewhat of a shift.
0:06:29 So one reason is that there’s been a recent shift in policy
0:06:31 that essentially no pain is acceptable.
0:06:33 So, you know, they often ask you
0:06:34 if you’re in the ER or something like,
0:06:36 what’s your pain from zero to 10?
0:06:38 And it’s not that everyone’s saying 10,
0:06:40 and then they get fentanyl.
0:06:42 It’s the belief that no pain is acceptable.
0:06:44 And this is actually very much an American thing.
0:06:47 In other cultures, you know, you may be under extreme pain,
0:06:50 but you’ll get T or you’ll get maybe Tylenol
0:06:52 or something, something very different.
0:06:55 And it’s just understood that you have to sit with the pain.
0:06:57 The second thing that’s just the healthcare system now
0:07:01 is so strained that if, let’s say you have major back pain
0:07:03 and you should maybe be seeing physical therapy
0:07:05 or maybe you should be seeing a doctor
0:07:08 for musculoskeletal, it may take you four weeks,
0:07:09 six weeks to see that doctor.
0:07:11 It takes time to see an expert.
0:07:13 Yeah, but you could get the prescription immediately.
0:07:14 So some of this is tied to healthcare access.
0:07:17 Yeah, but then, you know, puts them in this bind
0:07:19 where they really should be getting physical therapy
0:07:22 or something like that, and they are on this path.
0:07:24 The third thing is that often the alternatives
0:07:26 are harder short-term, like physical therapy
0:07:28 is a lot of pain.
0:07:30 And so this is just, it’s available,
0:07:33 it’s thrown on you by a doctor and it’s easy.
0:07:35 You put those things together.
0:07:38 That’s the match on the, that lights the fire.
0:07:41 So this is very helpful for helping break down the biology
0:07:43 and the science behind this.
0:07:46 It plays out against broader structural factors,
0:07:48 cultural factors, political factors.
0:07:50 This is a really big important topic.
0:07:53 And I have to ask, who’s to blame?
0:07:56 Like the interesting thing is that the news,
0:07:58 there’s all these lawsuits happening to these pharmacies
0:07:59 and now the pharmacies and distributors,
0:08:00 they’re coming back and saying,
0:08:02 well, what about the impact of doctors
0:08:03 and criminal drug dealers?
0:08:05 Politicians, they are the ones who are trying
0:08:06 to hide the database.
0:08:08 There’s so many different players going around here.
0:08:10 I want you guys to tell me, like, who’s to blame?
0:08:12 I mean, embedded in the question is part of the answer.
0:08:15 I think really what we have is a massive systemic failure.
0:08:16 I mean, you talk about manufacturers,
0:08:19 you talk about distributors, you talk about pharmacies,
0:08:20 you talk about prescribing physicians.
0:08:22 And ultimately you talk about patients
0:08:24 and their families and their caregivers
0:08:27 and sort of the communities that support them.
0:08:29 And then you also talk about the politicians,
0:08:30 you know, the public health agencies.
0:08:34 I think the systemic failure here is pretty broad.
0:08:35 So we can start from the very beginning,
0:08:39 which is we do need better opioids.
0:08:40 We do need better pain killing drugs.
0:08:42 We need, as Vijay mentioned,
0:08:45 to be more thoughtful about how and when we intervene
0:08:47 with pharmacologic drugs, forward pain.
0:08:51 One of the things that you can do with an opioid
0:08:53 is you can try to design something
0:08:55 that is only hitting the right receptor.
0:08:56 This goes back to your earlier point about there being
0:08:58 15 types of receptors that are now being discovered.
0:08:59 You can get more and more precise.
0:09:00 Exactly.
0:09:01 So now that we can engineer cells
0:09:02 and we can work with cells,
0:09:05 we can find very precise ways to understand
0:09:09 what molecules are interacting with what parts of the cell
0:09:12 and design molecules that are hitting just the right notes
0:09:13 that are gonna be more targeted.
0:09:16 So there is the potential for a better opioid.
0:09:19 By the way, to date, most of the attempts to improve it
0:09:22 have been to address the ways to not tamper with it
0:09:24 so you can overdose on it.
0:09:26 But the reality is you can get a better molecule
0:09:27 if we understand what’s driving the biology.
0:09:29 So that’s the first step on the manufacturing side.
0:09:33 The second one is, yes, the distributors and the pharmacies,
0:09:35 I mean, the biggest problem is that this is a very ad hoc,
0:09:39 disjointed system that we have here in the United States.
0:09:39 Like healthcare system.
0:09:40 The healthcare system.
0:09:42 And so I think a lot of what you’re relying on
0:09:44 in terms of the crisis is that there aren’t really
0:09:47 the checks and balances and the alert systems
0:09:49 that one would expect in place
0:09:51 that doesn’t require sort of a human being to say,
0:09:54 this employees flag one particular shipment.
0:09:56 But that one particular shipment
0:09:58 or that one particular prescription obviously
0:10:01 doesn’t catch the systemic problem as it’s evolving.
0:10:04 And so you’re really missing the force for the tree.
0:10:05 – Is that a place that tech can help?
0:10:07 – It’s an absolute place that tech can help
0:10:08 because I mean, first of all,
0:10:10 a lot of this is by requirement
0:10:14 that you have to inform the public health agencies
0:10:18 if there is the suspected overuse of a controlled substance.
0:10:20 And so instead of requiring on people to voluntarily do that,
0:10:22 you could deploy technology-based systems
0:10:24 that essentially do that automatically.
0:10:26 – In fact, one of the quotes in the “New York Times” article
0:10:28 came from a Walgreens official who said
0:10:30 that he was the one who was tasked with monitoring
0:10:32 the orders said his department, I quote,
0:10:34 was not equipped for that work.
0:10:35 I mean, that seems like an obvious place
0:10:37 that tech could literally do what you’re describing.
0:10:39 – And it’s a place that tech could do it far better.
0:10:40 – Exactly, no, that makes great sense.
0:10:41 – You have to understand, I mean,
0:10:43 what’s going on in a lot of these places,
0:10:45 it’s post, it’s fax machines.
0:10:48 It’s something where the things that we take for granted
0:10:50 that sort of just coordinate our daily lives
0:10:52 could be put in here
0:10:54 and could really have a significant impact.
0:10:57 – Okay, so let’s go back to the systemic players and failures.
0:10:58 We have manufacturers, distributors.
0:11:00 Let’s continue breaking each one of those down.
0:11:01 – On the manufacturer side,
0:11:03 there’s really two issues here.
0:11:05 One is we do need better drugs as we talked about.
0:11:08 And number two, and I think this is a very important point,
0:11:10 is a lot of times in companies
0:11:13 as they’re commercializing drugs,
0:11:15 obviously the goal is to grow revenue.
0:11:18 And that can sometimes create perverse incentives
0:11:21 to drive usage where perhaps there shouldn’t be usage.
0:11:23 And I’m not saying that’s necessarily the case here,
0:11:25 but that’s something that I’ve seen happen,
0:11:28 unfortunately, across the industry over time.
0:11:29 The second issue is the distributors.
0:11:31 The distributors are obviously responsible
0:11:33 for moving product through the channel.
0:11:35 They of course have incentive
0:11:38 to move more product through the channel.
0:11:40 And so, if there are no controls in place,
0:11:42 if the right tensions aren’t there
0:11:44 between how things are prescribed
0:11:45 or how things are reordered
0:11:47 or how things are pulled through the system,
0:11:49 that could also create a perverse incentive
0:11:50 from a distributor standpoint.
0:11:52 And I think you show some of the concentration
0:11:56 of what happened in the case of this particular opioid,
0:11:58 episode of the opioid crisis as you’ve laid it out.
0:12:00 So we do need checks against the distributors as well.
0:12:02 When you get to the pharmacy,
0:12:04 the pharmacy is where the rubber meets the road, right?
0:12:06 Is these are where the prescriptions are getting picked up,
0:12:07 we’re getting shipped to at least.
0:12:12 And so, if you don’t have a manual control system there,
0:12:14 I actually think that the biggest problem
0:12:16 is just lack of an alert system.
0:12:20 If I go in today to pick up a prescription,
0:12:22 there’s no real system that would raise flags,
0:12:25 at least not efficiently, at the system-wide level.
0:12:27 It tends to happen very episodically,
0:12:29 as the story itself has shown.
0:12:32 And then finally, there’s the physician prescription challenge.
0:12:33 Because patients are in pain,
0:12:36 the physician may not want them to tolerate pain,
0:12:38 so it may be more likely to offer this,
0:12:39 to offer immediate relief.
0:12:41 Two, you get to the point where,
0:12:43 if you have to wait weeks and weeks and weeks
0:12:46 to see a specialist or to get therapy or to get treatment,
0:12:48 this is a fast-to-fix, short-term solution
0:12:50 that eventually might become a longer-term problem,
0:12:54 obviously, as addiction becomes an issue.
0:12:57 And the third one is, and these are all related points,
0:12:59 but physicians, for the most part,
0:13:02 don’t have the right control systems
0:13:05 to do really effective medication management.
0:13:07 So, my treatment of you is very episodic.
0:13:09 I come, I see you, you describe pain,
0:13:10 I will prescribe something.
0:13:12 I may look in the notes and go back
0:13:14 and see what had happened in the past,
0:13:16 but I’m not really following this day-to-day.
0:13:18 And this, by the way, applies across all health problems,
0:13:21 all health, medication management,
0:13:23 medication reconciliation is a massive problem
0:13:25 across the entire healthcare system.
0:13:26 The particular challenge here, of course,
0:13:28 is that this is the one area
0:13:31 where a more powerful drug leads to more usage
0:13:33 rather than less usage.
0:13:34 And that’s what makes it so difficult
0:13:35 when you can’t reconcile, you know,
0:13:38 patient usage is happening over time.
0:13:40 – Well, and there’s ways that we could work
0:13:41 within the existing system.
0:13:43 Like, one thing you could imagine is a PBM
0:13:44 that is more involved-
0:13:45 – A Pharmacy Benefit Manager.
0:13:46 – Yeah, Pharmacy Benefit Manager,
0:13:48 that’s more involved with clinical care,
0:13:50 where they’re just, they’re not the doctors,
0:13:52 but at least they’re better interfacing with the doctors,
0:13:54 such that you can at least have sanity checks,
0:13:56 like there’s no reason why a patient would need this.
0:13:59 And this way you can’t shop around to multiple pharmacies
0:14:00 because you’ve got the same PBM.
0:14:01 And it is that layer.
0:14:04 And I think as you start to get smarter PBMs,
0:14:06 these problems would be very naturally addressed,
0:14:08 not just for the opioid crisis,
0:14:09 but it would be true for patients
0:14:11 that have sometimes two or three drugs
0:14:12 to treat the same condition,
0:14:14 or three drugs that are actually
0:14:15 gonna interfere with each other.
0:14:16 Those are sometimes very difficult
0:14:17 because in the medical system,
0:14:20 you’ve got the endocrinologist and the cardiologist
0:14:23 and the psychiatrist, each prescribing,
0:14:25 or without really any coordination.
0:14:27 – And you know, to that exact point,
0:14:29 we have a problem in the healthcare system
0:14:30 of getting things deprescribed.
0:14:31 – What do you mean by that?
0:14:34 – Well, the patients might be taking a medication
0:14:35 for an acute condition.
0:14:37 And you know, I saw the physician,
0:14:38 and the physician told me to take this medicine
0:14:39 for a condition accident.
0:14:41 – You broke your arm and you need back again.
0:14:44 – Or you may have a heart condition
0:14:45 that is going through an acute episode.
0:14:48 Any number of things that I’m on 10 different medications,
0:14:50 it could be that the condition
0:14:52 for which this one drug was given to me
0:14:54 has since been alleviated, has since been addressed.
0:14:55 – But that information doesn’t get plugged back
0:14:56 into the system.
0:14:57 – Yeah, and I don’t know to stop taking it.
0:14:58 So I might be taking a medication
0:15:00 that I don’t need for a long period of time.
0:15:02 And if somebody doesn’t do the reconciliation
0:15:03 that we just described,
0:15:04 I could be on many medications
0:15:05 that not only interfere with each other,
0:15:06 which is a problem,
0:15:07 but that I may not even need,
0:15:08 which is a different problem.
0:15:10 – So that kind of addresses it
0:15:12 at the sort of structural logistical level
0:15:14 of the healthcare system.
0:15:16 Now, back to the point you brought up
0:15:18 about the biology and some of the pain management.
0:15:19 I mean, there’s obviously alternatives
0:15:21 like TENS devices and all kinds of things
0:15:23 that could potentially scale in the future to address pain.
0:15:24 But now let’s go to what the fixes are.
0:15:26 Obviously there’s social societal things
0:15:27 that need to be addressed,
0:15:30 but what can tech and science help with here?
0:15:31 Are there any other future directions
0:15:33 from your vantage point on the biocide?
0:15:35 Clearly there’s technology to address the transparency,
0:15:37 the pre-BMs, the pharmacy benefit managers,
0:15:40 closing the loop, everything from manufacturer’s distribution
0:15:41 to prescription.
0:15:42 What are some of the other things?
0:15:44 What are some of the interesting directions you see
0:15:45 to help address this?
0:15:47 – Well, there are efforts to develop
0:15:50 digital therapeutics, VR type applications.
0:15:51 – And by the way, digital therapeutics
0:15:54 is in like apps and things like technology
0:15:56 that can actually act as if a drug
0:15:58 in helping people to better outcomes.
0:16:01 – Exactly, that can help you get you into a state of mind
0:16:03 that might help alleviate the pain, right?
0:16:05 So, you know, if you can find different ways
0:16:06 to address the pain issue,
0:16:08 whether it’s physical therapies
0:16:10 or something maybe novel like, you know,
0:16:14 quite literally having a VR virtual reality type experience
0:16:15 or having an application on your phone
0:16:18 that helps you meditate or calm down
0:16:19 that might address some of the pain issues,
0:16:20 you may not be as dependent
0:16:22 on getting on the opioids in the first place.
0:16:23 – I’ve read a ton of papers actually
0:16:25 that VR has already proven to be effective
0:16:28 in helping with PTSD, post-traumatic stress disorders
0:16:30 with veterans coming back from wars
0:16:33 or, you know, people who are suffering severe depression.
0:16:34 It’s just, it’s really amazing that it can help.
0:16:37 – Well, you know, I think often we are worrying
0:16:39 about the consequences without thinking about the source
0:16:42 or you made a great point about how addiction
0:16:43 is a natural consequence.
0:16:45 There are other recent studies that talk about
0:16:47 sort of a little deeper about why this is so.
0:16:50 So the famous one is called the rat park study
0:16:52 where they actually had rats in a cage
0:16:53 which is kind of like in jail
0:16:56 and given the choice between food or opioid,
0:16:57 they’ll take the opioid
0:16:59 until eventually they kill themselves.
0:17:00 But if you give them access to rat park
0:17:01 where they can play and be social
0:17:04 and sort of just live their normal happy lives,
0:17:06 then actually given the same choice,
0:17:08 they would choose food and not the opioid.
0:17:12 We know that social determinants are a key part of healthcare.
0:17:15 It’s just not wrapped into a fee for service kind of system
0:17:17 where no one’s job is to take care of these things.
0:17:20 But we could take care of the root causes of this
0:17:22 which are beyond just about prescribing drugs
0:17:25 but thinking about healthcare as a societal issue.
0:17:27 I think then we can actually really have a huge impact.
0:17:31 – And there are several efforts ongoing now to use technology
0:17:35 to help try to pull in all of those stakeholders
0:17:37 in the community that can have such a big impact
0:17:39 on some of these social determinants of health.
0:17:42 Without that is another example of a fragmented system,
0:17:45 a very analog system is you’re doing this with call sheets
0:17:47 and coming up with referral names
0:17:48 and calling and trying to get appointments
0:17:51 and inbound visits and things like that.
0:17:52 And it’s all necessary
0:17:54 because this requires human intervention
0:17:56 but the coordination shouldn’t also be human.
0:17:58 So I think technology has an opportunity here
0:18:00 to have a massive impact on how we coordinate
0:18:02 all of these stakeholders to the people
0:18:03 that may be more susceptible
0:18:06 given some of these social determinants are more supported.
0:18:08 – Right and it just goes back to the bottom line for me though
0:18:09 which is technology is social
0:18:11 and it lives in a broader cultural context
0:18:12 that clearly plays.
0:18:14 Well, thank you so much Jorge and Vijay
0:18:17 for joining the A6NZ Podcast 16 Minutes.
0:18:18 – Thank you.
0:00:06 I’m Sonal, and I’m here today with the fourth episode
0:00:08 of our new short form new show, “16 Minutes,”
0:00:10 where we cover recent headlines
0:00:12 the A6NZ way offering expert takes
0:00:14 on the trends involved in more.
0:00:16 You can follow the show in its own feed
0:00:18 in your favorite podcast player app.
0:00:21 Our other episodes cover multiple news items and topics,
0:00:23 but this week, we’re doing two separate,
0:00:26 but short, deep dives connected to recent headlines.
0:00:28 One on eSports gaming and the future of entertainment,
0:00:30 which you can find in this feed,
0:00:33 or at a6nz.com/16minutes.
0:00:34 And this episode,
0:00:38 which is on a sad but important topic, the opioid crisis.
0:00:39 Just to quickly sum up,
0:00:42 the issue of the opioid crisis has been around for years,
0:00:44 which is at this prescription opioid epidemic
0:00:46 that resulted in nearly 100,000 deaths
0:00:50 from 2005 to 2012, and what makes it even sadder
0:00:52 is that it just proportionately affected people
0:00:54 from regions that are underserved economically,
0:00:56 for instance, Native American tribal regions,
0:00:58 towns in West Virginia, and so on.
0:01:00 For what opioids are, as a reminder,
0:01:01 remember the word opium?
0:01:03 There are a class of drugs that include
0:01:05 heroin, fentanyl, pain relievers like OxyContin,
0:01:07 Vicodin, Codine, Morphine,
0:01:08 and most of those are pain relievers
0:01:11 that are legal and available by prescription.
0:01:13 This crisis has been around for years, but here’s the news.
0:01:15 The Washington Post and the publisher
0:01:17 of the Charleston Gazette Mail,
0:01:18 which is a West Virginia paper,
0:01:21 one of the regions that’s most impacted by this crisis,
0:01:24 waged a year-long legal battle and won a court order
0:01:28 for access to the Drug Enforcement Administration’s database,
0:01:29 which is this Automation of Reports
0:01:32 and Consolidated Orders, it’s the ARCOS database.
0:01:35 And basically, the Washington Post’s work helps visualize
0:01:38 how much specific drugs went to individual states
0:01:41 and counties, and who the top distributors,
0:01:43 manufacturers, and pharmacies that were involved.
0:01:46 And according to the Post, high-level findings,
0:01:49 just three companies manufactured about 88% of the pills,
0:01:52 and just six companies distributed 75% of them.
0:01:54 And over the past couple of weeks,
0:01:55 a number of lawsuits have been filed
0:01:56 as a result of those findings.
0:02:00 Arizona just filed a case against a maker of oxycontin.
0:02:02 Unusually, they did it directly at the Supreme Court level,
0:02:05 while towns and cities are suing pharmacies
0:02:07 like Walmart, CVS, and Walgreens.
0:02:09 In fact, nearly 2,000 cases have been brought
0:02:11 as reported by the New York Times.
0:02:14 And their headline for that story, by the way,
0:02:16 was so perfect and so starkly sad.
0:02:21 3,271 pill bottles, a town of 2,831.
0:02:25 So that’s a high-level summary of what’s going on,
0:02:27 what’s in the news.
0:02:29 I’d like to now welcome A-6 and Z-Bio,
0:02:32 general partners Jorge Conde and Vijay Pandey
0:02:34 to talk about their views on this
0:02:35 from their vantage point.
0:02:36 Welcome, guys.
0:02:37 – Thank you.
0:02:39 – So one bit of color from that New York Times story
0:02:42 that is just so vivid and heartbreaking.
0:02:45 One county in Ohio resorted to a mobile morgue
0:02:47 just to handle all the corpses from people
0:02:50 who died from overdoses, which is so sad.
0:02:51 And as with all such things,
0:02:54 science and technology is not living a vacuum
0:02:56 and plays out against a broader structural context.
0:02:58 So I want to acknowledge that,
0:03:00 that we’re going to be focusing on a specific angle,
0:03:02 but really this is a huge problem
0:03:04 on so many different levels.
0:03:06 So first of all, can you just quickly summarize
0:03:08 the crisis from your point of view?
0:03:10 Why opioid? What’s going on here?
0:03:12 – Well, first of all, opioids, as you said,
0:03:13 are opium-based drugs.
0:03:16 And it’s probably worth a moment to talk about
0:03:19 kind of how they work and why there’s a problem.
0:03:23 Opioids basically target a receptor class within cells
0:03:24 called the opioid receptors.
0:03:25 And there’s three main classes.
0:03:27 And the three main classes
0:03:29 all have slightly different functions.
0:03:31 And by the way, as we learn more biology,
0:03:34 but I think identified another 15 or 20 subclasses
0:03:34 of these things.
0:03:36 So the biology as you can imagine is complex,
0:03:38 but essentially what happens with an opioid
0:03:43 is that it targets one or usually many of these receptors.
0:03:47 And that has the pain numbing or pain killing effect.
0:03:49 It also hits some of our,
0:03:51 essentially our pleasure-seeking centers.
0:03:53 So it has the addictive effect.
0:03:54 – Right, hence the addiction.
0:03:55 – And by the way,
0:03:58 it also hits other important receptors that are necessary
0:04:00 for sort of our physiological function.
0:04:02 Most notably, one of the subclasses of receptors
0:04:04 is responsible for sending the signal to your brain
0:04:05 that you need to breathe.
0:04:06 – Whoa, I had no idea.
0:04:07 – Yeah, no.
0:04:10 So a lot of people that overdose and die from opioids,
0:04:12 really what they die from is forgetting to breathe.
0:04:15 And in fact, like the recovery drug Naloxone,
0:04:18 it basically competes for the drug off that receptor.
0:04:20 So the person actually comes back and remembers to breathe.
0:04:23 So the drug itself is incredibly powerful.
0:04:25 And I think one of the important things to remember
0:04:28 is that addiction isn’t weakness.
0:04:30 It’s not lack of willpower.
0:04:32 It’s actually a weakness of the biology
0:04:34 that the opioids target.
0:04:36 In fact, I remember when I was in graduate school,
0:04:39 I took a pharmacology class and the lecturer
0:04:41 at the beginning said,
0:04:42 if I took this classroom,
0:04:44 a very accomplished, intelligent driven,
0:04:46 responsible graduate students, medical students,
0:04:48 and gave everyone a dose of heroin,
0:04:49 a significant proportion,
0:04:52 a significant majority of this class
0:04:54 would be hopeless addicts tomorrow.
0:04:55 So a big part of the problem here
0:04:59 is that this is a very, very powerful class of drugs.
0:05:01 And what’s really tricky about opioids
0:05:03 is that a more powerful drug
0:05:04 is not necessarily a better drug.
0:05:06 – First of all, thank you for acknowledging
0:05:09 that this is not necessarily a choice that people make.
0:05:11 That’s really important, that it’s biology.
0:05:13 But you also mentioned heroin in that example.
0:05:14 That one is an illegal one,
0:05:16 which is of course a class of opioid,
0:05:17 but most of these are prescribed.
0:05:20 So I’m curious for how that plays out.
0:05:23 – First of all, biology is a very dynamic system.
0:05:26 And so if you take a drug, any drug, really,
0:05:28 you start to, or you tend to develop tolerance
0:05:29 for it over time.
0:05:31 And it can happen via various mechanisms,
0:05:33 but one of the mechanisms that’s believed
0:05:35 to be the case in opioids is that
0:05:37 as you essentially take the drug,
0:05:39 your receptors essentially become accustomed to it.
0:05:41 And so it actually changes the dynamic of the receptors
0:05:43 and people describe it as, you know,
0:05:45 if you take opioids for a long time,
0:05:47 you are quite literally changing your brain.
0:05:51 And so the result of that is if you’re taking a drug,
0:05:53 and especially for relieving pain,
0:05:56 you may need more and more of that drug to relieve pain.
0:06:01 If that particular opioid also happens to target or hit,
0:06:02 one of the receptors associated
0:06:06 with what’s linked to addiction over time,
0:06:08 you’re gonna seek more and more of it.
0:06:11 So it just becomes a truly biological dependence
0:06:13 at the cellular level for these drugs.
0:06:14 – Well, you know, it’s important to consider
0:06:16 why patients are getting these in the first place.
0:06:19 – Right, quite honestly, if this is of kind of,
0:06:20 the biology of it is that you become more addicted
0:06:22 as you take it, why are they getting it?
0:06:26 – And there’s two reasons, which is somewhat of a shift.
0:06:29 So one reason is that there’s been a recent shift in policy
0:06:31 that essentially no pain is acceptable.
0:06:33 So, you know, they often ask you
0:06:34 if you’re in the ER or something like,
0:06:36 what’s your pain from zero to 10?
0:06:38 And it’s not that everyone’s saying 10,
0:06:40 and then they get fentanyl.
0:06:42 It’s the belief that no pain is acceptable.
0:06:44 And this is actually very much an American thing.
0:06:47 In other cultures, you know, you may be under extreme pain,
0:06:50 but you’ll get T or you’ll get maybe Tylenol
0:06:52 or something, something very different.
0:06:55 And it’s just understood that you have to sit with the pain.
0:06:57 The second thing that’s just the healthcare system now
0:07:01 is so strained that if, let’s say you have major back pain
0:07:03 and you should maybe be seeing physical therapy
0:07:05 or maybe you should be seeing a doctor
0:07:08 for musculoskeletal, it may take you four weeks,
0:07:09 six weeks to see that doctor.
0:07:11 It takes time to see an expert.
0:07:13 Yeah, but you could get the prescription immediately.
0:07:14 So some of this is tied to healthcare access.
0:07:17 Yeah, but then, you know, puts them in this bind
0:07:19 where they really should be getting physical therapy
0:07:22 or something like that, and they are on this path.
0:07:24 The third thing is that often the alternatives
0:07:26 are harder short-term, like physical therapy
0:07:28 is a lot of pain.
0:07:30 And so this is just, it’s available,
0:07:33 it’s thrown on you by a doctor and it’s easy.
0:07:35 You put those things together.
0:07:38 That’s the match on the, that lights the fire.
0:07:41 So this is very helpful for helping break down the biology
0:07:43 and the science behind this.
0:07:46 It plays out against broader structural factors,
0:07:48 cultural factors, political factors.
0:07:50 This is a really big important topic.
0:07:53 And I have to ask, who’s to blame?
0:07:56 Like the interesting thing is that the news,
0:07:58 there’s all these lawsuits happening to these pharmacies
0:07:59 and now the pharmacies and distributors,
0:08:00 they’re coming back and saying,
0:08:02 well, what about the impact of doctors
0:08:03 and criminal drug dealers?
0:08:05 Politicians, they are the ones who are trying
0:08:06 to hide the database.
0:08:08 There’s so many different players going around here.
0:08:10 I want you guys to tell me, like, who’s to blame?
0:08:12 I mean, embedded in the question is part of the answer.
0:08:15 I think really what we have is a massive systemic failure.
0:08:16 I mean, you talk about manufacturers,
0:08:19 you talk about distributors, you talk about pharmacies,
0:08:20 you talk about prescribing physicians.
0:08:22 And ultimately you talk about patients
0:08:24 and their families and their caregivers
0:08:27 and sort of the communities that support them.
0:08:29 And then you also talk about the politicians,
0:08:30 you know, the public health agencies.
0:08:34 I think the systemic failure here is pretty broad.
0:08:35 So we can start from the very beginning,
0:08:39 which is we do need better opioids.
0:08:40 We do need better pain killing drugs.
0:08:42 We need, as Vijay mentioned,
0:08:45 to be more thoughtful about how and when we intervene
0:08:47 with pharmacologic drugs, forward pain.
0:08:51 One of the things that you can do with an opioid
0:08:53 is you can try to design something
0:08:55 that is only hitting the right receptor.
0:08:56 This goes back to your earlier point about there being
0:08:58 15 types of receptors that are now being discovered.
0:08:59 You can get more and more precise.
0:09:00 Exactly.
0:09:01 So now that we can engineer cells
0:09:02 and we can work with cells,
0:09:05 we can find very precise ways to understand
0:09:09 what molecules are interacting with what parts of the cell
0:09:12 and design molecules that are hitting just the right notes
0:09:13 that are gonna be more targeted.
0:09:16 So there is the potential for a better opioid.
0:09:19 By the way, to date, most of the attempts to improve it
0:09:22 have been to address the ways to not tamper with it
0:09:24 so you can overdose on it.
0:09:26 But the reality is you can get a better molecule
0:09:27 if we understand what’s driving the biology.
0:09:29 So that’s the first step on the manufacturing side.
0:09:33 The second one is, yes, the distributors and the pharmacies,
0:09:35 I mean, the biggest problem is that this is a very ad hoc,
0:09:39 disjointed system that we have here in the United States.
0:09:39 Like healthcare system.
0:09:40 The healthcare system.
0:09:42 And so I think a lot of what you’re relying on
0:09:44 in terms of the crisis is that there aren’t really
0:09:47 the checks and balances and the alert systems
0:09:49 that one would expect in place
0:09:51 that doesn’t require sort of a human being to say,
0:09:54 this employees flag one particular shipment.
0:09:56 But that one particular shipment
0:09:58 or that one particular prescription obviously
0:10:01 doesn’t catch the systemic problem as it’s evolving.
0:10:04 And so you’re really missing the force for the tree.
0:10:05 – Is that a place that tech can help?
0:10:07 – It’s an absolute place that tech can help
0:10:08 because I mean, first of all,
0:10:10 a lot of this is by requirement
0:10:14 that you have to inform the public health agencies
0:10:18 if there is the suspected overuse of a controlled substance.
0:10:20 And so instead of requiring on people to voluntarily do that,
0:10:22 you could deploy technology-based systems
0:10:24 that essentially do that automatically.
0:10:26 – In fact, one of the quotes in the “New York Times” article
0:10:28 came from a Walgreens official who said
0:10:30 that he was the one who was tasked with monitoring
0:10:32 the orders said his department, I quote,
0:10:34 was not equipped for that work.
0:10:35 I mean, that seems like an obvious place
0:10:37 that tech could literally do what you’re describing.
0:10:39 – And it’s a place that tech could do it far better.
0:10:40 – Exactly, no, that makes great sense.
0:10:41 – You have to understand, I mean,
0:10:43 what’s going on in a lot of these places,
0:10:45 it’s post, it’s fax machines.
0:10:48 It’s something where the things that we take for granted
0:10:50 that sort of just coordinate our daily lives
0:10:52 could be put in here
0:10:54 and could really have a significant impact.
0:10:57 – Okay, so let’s go back to the systemic players and failures.
0:10:58 We have manufacturers, distributors.
0:11:00 Let’s continue breaking each one of those down.
0:11:01 – On the manufacturer side,
0:11:03 there’s really two issues here.
0:11:05 One is we do need better drugs as we talked about.
0:11:08 And number two, and I think this is a very important point,
0:11:10 is a lot of times in companies
0:11:13 as they’re commercializing drugs,
0:11:15 obviously the goal is to grow revenue.
0:11:18 And that can sometimes create perverse incentives
0:11:21 to drive usage where perhaps there shouldn’t be usage.
0:11:23 And I’m not saying that’s necessarily the case here,
0:11:25 but that’s something that I’ve seen happen,
0:11:28 unfortunately, across the industry over time.
0:11:29 The second issue is the distributors.
0:11:31 The distributors are obviously responsible
0:11:33 for moving product through the channel.
0:11:35 They of course have incentive
0:11:38 to move more product through the channel.
0:11:40 And so, if there are no controls in place,
0:11:42 if the right tensions aren’t there
0:11:44 between how things are prescribed
0:11:45 or how things are reordered
0:11:47 or how things are pulled through the system,
0:11:49 that could also create a perverse incentive
0:11:50 from a distributor standpoint.
0:11:52 And I think you show some of the concentration
0:11:56 of what happened in the case of this particular opioid,
0:11:58 episode of the opioid crisis as you’ve laid it out.
0:12:00 So we do need checks against the distributors as well.
0:12:02 When you get to the pharmacy,
0:12:04 the pharmacy is where the rubber meets the road, right?
0:12:06 Is these are where the prescriptions are getting picked up,
0:12:07 we’re getting shipped to at least.
0:12:12 And so, if you don’t have a manual control system there,
0:12:14 I actually think that the biggest problem
0:12:16 is just lack of an alert system.
0:12:20 If I go in today to pick up a prescription,
0:12:22 there’s no real system that would raise flags,
0:12:25 at least not efficiently, at the system-wide level.
0:12:27 It tends to happen very episodically,
0:12:29 as the story itself has shown.
0:12:32 And then finally, there’s the physician prescription challenge.
0:12:33 Because patients are in pain,
0:12:36 the physician may not want them to tolerate pain,
0:12:38 so it may be more likely to offer this,
0:12:39 to offer immediate relief.
0:12:41 Two, you get to the point where,
0:12:43 if you have to wait weeks and weeks and weeks
0:12:46 to see a specialist or to get therapy or to get treatment,
0:12:48 this is a fast-to-fix, short-term solution
0:12:50 that eventually might become a longer-term problem,
0:12:54 obviously, as addiction becomes an issue.
0:12:57 And the third one is, and these are all related points,
0:12:59 but physicians, for the most part,
0:13:02 don’t have the right control systems
0:13:05 to do really effective medication management.
0:13:07 So, my treatment of you is very episodic.
0:13:09 I come, I see you, you describe pain,
0:13:10 I will prescribe something.
0:13:12 I may look in the notes and go back
0:13:14 and see what had happened in the past,
0:13:16 but I’m not really following this day-to-day.
0:13:18 And this, by the way, applies across all health problems,
0:13:21 all health, medication management,
0:13:23 medication reconciliation is a massive problem
0:13:25 across the entire healthcare system.
0:13:26 The particular challenge here, of course,
0:13:28 is that this is the one area
0:13:31 where a more powerful drug leads to more usage
0:13:33 rather than less usage.
0:13:34 And that’s what makes it so difficult
0:13:35 when you can’t reconcile, you know,
0:13:38 patient usage is happening over time.
0:13:40 – Well, and there’s ways that we could work
0:13:41 within the existing system.
0:13:43 Like, one thing you could imagine is a PBM
0:13:44 that is more involved-
0:13:45 – A Pharmacy Benefit Manager.
0:13:46 – Yeah, Pharmacy Benefit Manager,
0:13:48 that’s more involved with clinical care,
0:13:50 where they’re just, they’re not the doctors,
0:13:52 but at least they’re better interfacing with the doctors,
0:13:54 such that you can at least have sanity checks,
0:13:56 like there’s no reason why a patient would need this.
0:13:59 And this way you can’t shop around to multiple pharmacies
0:14:00 because you’ve got the same PBM.
0:14:01 And it is that layer.
0:14:04 And I think as you start to get smarter PBMs,
0:14:06 these problems would be very naturally addressed,
0:14:08 not just for the opioid crisis,
0:14:09 but it would be true for patients
0:14:11 that have sometimes two or three drugs
0:14:12 to treat the same condition,
0:14:14 or three drugs that are actually
0:14:15 gonna interfere with each other.
0:14:16 Those are sometimes very difficult
0:14:17 because in the medical system,
0:14:20 you’ve got the endocrinologist and the cardiologist
0:14:23 and the psychiatrist, each prescribing,
0:14:25 or without really any coordination.
0:14:27 – And you know, to that exact point,
0:14:29 we have a problem in the healthcare system
0:14:30 of getting things deprescribed.
0:14:31 – What do you mean by that?
0:14:34 – Well, the patients might be taking a medication
0:14:35 for an acute condition.
0:14:37 And you know, I saw the physician,
0:14:38 and the physician told me to take this medicine
0:14:39 for a condition accident.
0:14:41 – You broke your arm and you need back again.
0:14:44 – Or you may have a heart condition
0:14:45 that is going through an acute episode.
0:14:48 Any number of things that I’m on 10 different medications,
0:14:50 it could be that the condition
0:14:52 for which this one drug was given to me
0:14:54 has since been alleviated, has since been addressed.
0:14:55 – But that information doesn’t get plugged back
0:14:56 into the system.
0:14:57 – Yeah, and I don’t know to stop taking it.
0:14:58 So I might be taking a medication
0:15:00 that I don’t need for a long period of time.
0:15:02 And if somebody doesn’t do the reconciliation
0:15:03 that we just described,
0:15:04 I could be on many medications
0:15:05 that not only interfere with each other,
0:15:06 which is a problem,
0:15:07 but that I may not even need,
0:15:08 which is a different problem.
0:15:10 – So that kind of addresses it
0:15:12 at the sort of structural logistical level
0:15:14 of the healthcare system.
0:15:16 Now, back to the point you brought up
0:15:18 about the biology and some of the pain management.
0:15:19 I mean, there’s obviously alternatives
0:15:21 like TENS devices and all kinds of things
0:15:23 that could potentially scale in the future to address pain.
0:15:24 But now let’s go to what the fixes are.
0:15:26 Obviously there’s social societal things
0:15:27 that need to be addressed,
0:15:30 but what can tech and science help with here?
0:15:31 Are there any other future directions
0:15:33 from your vantage point on the biocide?
0:15:35 Clearly there’s technology to address the transparency,
0:15:37 the pre-BMs, the pharmacy benefit managers,
0:15:40 closing the loop, everything from manufacturer’s distribution
0:15:41 to prescription.
0:15:42 What are some of the other things?
0:15:44 What are some of the interesting directions you see
0:15:45 to help address this?
0:15:47 – Well, there are efforts to develop
0:15:50 digital therapeutics, VR type applications.
0:15:51 – And by the way, digital therapeutics
0:15:54 is in like apps and things like technology
0:15:56 that can actually act as if a drug
0:15:58 in helping people to better outcomes.
0:16:01 – Exactly, that can help you get you into a state of mind
0:16:03 that might help alleviate the pain, right?
0:16:05 So, you know, if you can find different ways
0:16:06 to address the pain issue,
0:16:08 whether it’s physical therapies
0:16:10 or something maybe novel like, you know,
0:16:14 quite literally having a VR virtual reality type experience
0:16:15 or having an application on your phone
0:16:18 that helps you meditate or calm down
0:16:19 that might address some of the pain issues,
0:16:20 you may not be as dependent
0:16:22 on getting on the opioids in the first place.
0:16:23 – I’ve read a ton of papers actually
0:16:25 that VR has already proven to be effective
0:16:28 in helping with PTSD, post-traumatic stress disorders
0:16:30 with veterans coming back from wars
0:16:33 or, you know, people who are suffering severe depression.
0:16:34 It’s just, it’s really amazing that it can help.
0:16:37 – Well, you know, I think often we are worrying
0:16:39 about the consequences without thinking about the source
0:16:42 or you made a great point about how addiction
0:16:43 is a natural consequence.
0:16:45 There are other recent studies that talk about
0:16:47 sort of a little deeper about why this is so.
0:16:50 So the famous one is called the rat park study
0:16:52 where they actually had rats in a cage
0:16:53 which is kind of like in jail
0:16:56 and given the choice between food or opioid,
0:16:57 they’ll take the opioid
0:16:59 until eventually they kill themselves.
0:17:00 But if you give them access to rat park
0:17:01 where they can play and be social
0:17:04 and sort of just live their normal happy lives,
0:17:06 then actually given the same choice,
0:17:08 they would choose food and not the opioid.
0:17:12 We know that social determinants are a key part of healthcare.
0:17:15 It’s just not wrapped into a fee for service kind of system
0:17:17 where no one’s job is to take care of these things.
0:17:20 But we could take care of the root causes of this
0:17:22 which are beyond just about prescribing drugs
0:17:25 but thinking about healthcare as a societal issue.
0:17:27 I think then we can actually really have a huge impact.
0:17:31 – And there are several efforts ongoing now to use technology
0:17:35 to help try to pull in all of those stakeholders
0:17:37 in the community that can have such a big impact
0:17:39 on some of these social determinants of health.
0:17:42 Without that is another example of a fragmented system,
0:17:45 a very analog system is you’re doing this with call sheets
0:17:47 and coming up with referral names
0:17:48 and calling and trying to get appointments
0:17:51 and inbound visits and things like that.
0:17:52 And it’s all necessary
0:17:54 because this requires human intervention
0:17:56 but the coordination shouldn’t also be human.
0:17:58 So I think technology has an opportunity here
0:18:00 to have a massive impact on how we coordinate
0:18:02 all of these stakeholders to the people
0:18:03 that may be more susceptible
0:18:06 given some of these social determinants are more supported.
0:18:08 – Right and it just goes back to the bottom line for me though
0:18:09 which is technology is social
0:18:11 and it lives in a broader cultural context
0:18:12 that clearly plays.
0:18:14 Well, thank you so much Jorge and Vijay
0:18:17 for joining the A6NZ Podcast 16 Minutes.
0:18:18 – Thank you.
with @jorgecondebio @vijaypande and @smc90
This is episode #4 of our new show, 16 Minutes, where we quickly cover recent headlines of the week, the a16z way — why they’re in the news; why they matter from our vantage point in tech — and share our experts’ views on these trends as well.
This week we do a short but deep dive on the opioid crisis, given recent data around where and who was behind the manufacturing and distribution of specific opioids:
- How do opioids work, why these drugs?
- Who’s to blame?
- What are other directions for managing pain — and where could tech come in, even with the broader social, cultural, and structural context involved?
Our a16z experts in this episode are a16z bio general partners Jorge Conde and Vijay Pande, in conversation with host Sonal Chokshi.