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Liver Toxic Medications and Cancer Risk

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  • 00:00 --> 00:02Funding for Yale Cancer Answers is
  • 00:02 --> 00:04provided by Smilow Cancer Hospital.
  • 00:06 --> 00:08Welcome to Yale Cancer Answers with
  • 00:08 --> 00:11your host doctor Anees Chagpar.
  • 00:11 --> 00:12Yale Cancer Answers features the
  • 00:12 --> 00:15latest information on cancer care by
  • 00:15 --> 00:16welcoming oncologists and specialists
  • 00:16 --> 00:19who are on the forefront of the
  • 00:19 --> 00:20battle to fight cancer. This week,
  • 00:20 --> 00:22it's a conversation about liver toxic
  • 00:22 --> 00:25medications and cancer risk with doctors,
  • 00:25 --> 00:27Amy Justice and Vin Lo Rey.
  • 00:27 --> 00:29Dr Justice is the CNH Long professor
  • 00:29 --> 00:31of medicine in general Medicine and
  • 00:31 --> 00:34Professor of public health and health
  • 00:34 --> 00:36policy at the Yale School of Medicine.
  • 00:36 --> 00:38Doctor Lo Rey is an associate professor
  • 00:38 --> 00:41of medicine and epidemiology at
  • 00:41 --> 00:42the University of Pennsylvania,
  • 00:42 --> 00:44and Doctor Chagpar is a professor
  • 00:44 --> 00:46of surgical oncology at Yale.
  • 00:47 --> 00:50Maybe I'll start with you doctor Justice.
  • 00:50 --> 00:53Can you tell us a little bit about yourself,
  • 00:53 --> 00:56your research, and what you do?
  • 00:56 --> 00:59So I'm a general internist and
  • 00:59 --> 01:01a clinical epidemiologist,
  • 01:01 --> 01:04and I have spent my career using
  • 01:04 --> 01:06VA electronic health record data,
  • 01:06 --> 01:09which is the paperless electronic health
  • 01:09 --> 01:13record that the VA keeps nationally on.
  • 01:13 --> 01:15Everyone who gets care in the system to
  • 01:15 --> 01:17try to study important chronic diseases,
  • 01:17 --> 01:20including HIV and cancer.
  • 01:20 --> 01:21Among others,
  • 01:21 --> 01:23and I've had the great pleasure of
  • 01:23 --> 01:24being able to collaborate closely
  • 01:24 --> 01:27with a number of wonderful investigators,
  • 01:27 --> 01:29Vin Lo Rey being one of them so
  • 01:29 --> 01:32that we can really leverage that
  • 01:32 --> 01:35data to understand how best to
  • 01:35 --> 01:37care for people using real-world
  • 01:37 --> 01:39data in real world settings.
  • 01:40 --> 01:41That's a very nice
  • 01:41 --> 01:43segue for you, Doctor Lo Rey.
  • 01:43 --> 01:45Tell us a little bit about
  • 01:45 --> 01:47yourself and what it is that
  • 01:47 --> 01:49you do and your research.
  • 01:50 --> 01:53Yeah, so I'm an infectious disease
  • 01:53 --> 01:55physician and clinical epidemiologist
  • 01:55 --> 01:57at the University of Pennsylvania
  • 01:57 --> 02:02and my focus has been on evaluating
  • 02:02 --> 02:05factors associated with acute and
  • 02:05 --> 02:08chronic liver disease progression.
  • 02:08 --> 02:12Also using real-world electronic health
  • 02:12 --> 02:16record or administrative claims data.
  • 02:16 --> 02:20I, as of a infectious disease
  • 02:20 --> 02:23physician care primarily for patients
  • 02:23 --> 02:26with chronic viral hepatitis or
  • 02:26 --> 02:29with or without HIV COINFECTION,
  • 02:29 --> 02:32and my goal has been to try
  • 02:32 --> 02:34to reduce the risk of adverse
  • 02:34 --> 02:37outcomes in these populations.
  • 02:37 --> 02:38So
  • 02:38 --> 02:40Amy, one question that I always
  • 02:40 --> 02:43start off with and it's a
  • 02:43 --> 02:45little tangential to where this
  • 02:45 --> 02:47conversation will ultimately take us,
  • 02:47 --> 02:49but tell me a little bit more about
  • 02:49 --> 02:51how this collaboration formed.
  • 02:51 --> 02:53I'm always interested in how
  • 02:53 --> 02:55people from different backgrounds,
  • 02:55 --> 02:57different institutions can kind
  • 02:57 --> 02:59of get together to make really
  • 02:59 --> 03:01meaningful collaborations.
  • 03:01 --> 03:03So can you tell us a little
  • 03:03 --> 03:04bit more about how you met?
  • 03:05 --> 03:06Sure, happy to do that.
  • 03:07 --> 03:08One of the things
  • 03:08 --> 03:12that working with the VA national
  • 03:12 --> 03:14database has allowed me to do is to
  • 03:14 --> 03:16provide a resource to other people
  • 03:16 --> 03:18who want to ask clinically relevant
  • 03:18 --> 03:20questions and get a little guidance
  • 03:20 --> 03:23from me about how to do that.
  • 03:23 --> 03:25Then and I met in two ways.
  • 03:25 --> 03:28One was I had been at his alma
  • 03:28 --> 03:30mater or where he is now,
  • 03:30 --> 03:31University of Pennsylvania for a
  • 03:31 --> 03:33number of years and actually worked
  • 03:33 --> 03:35with one of his mentors, Brian Strom.
  • 03:35 --> 03:39So he he knew of me through Brian,
  • 03:39 --> 03:40I believe, and also through the
  • 03:40 --> 03:41University of Pennsylvania.
  • 03:41 --> 03:44And we also attended an international
  • 03:44 --> 03:47meeting of people who work with
  • 03:47 --> 03:49large cohorts called I WAD,
  • 03:49 --> 03:51which is always held someplace in
  • 03:51 --> 03:53Europe in the offseason so that
  • 03:53 --> 03:56we can get lower rates on hotels.
  • 03:56 --> 03:58And it's a small group of people,
  • 03:58 --> 04:00about 100 people who all work
  • 04:00 --> 04:01with observational data.
  • 04:01 --> 04:04Real-world data to try to understand
  • 04:04 --> 04:05issues around health outcomes,
  • 04:05 --> 04:06particularly in people with
  • 04:06 --> 04:08HIV and hepatitis C.
  • 04:08 --> 04:09But the methodologic issues are
  • 04:09 --> 04:11relevant for other questions as well.
  • 04:13 --> 04:16So, so then let's pick up that conversation.
  • 04:16 --> 04:18You had mentioned that you're
  • 04:18 --> 04:19an infectious disease.
  • 04:19 --> 04:21Doctor, you're particularly
  • 04:21 --> 04:24interested in hepatitis and HIV.
  • 04:24 --> 04:27So tell us a little bit more about how
  • 04:27 --> 04:29this kind of coincides with cancer.
  • 04:31 --> 04:35Yeah well so. As an infectious disease
  • 04:35 --> 04:38physician caring for people with HIV and
  • 04:38 --> 04:41viral hepatitis very early on in my career,
  • 04:41 --> 04:46I was observing that many of them were
  • 04:46 --> 04:49dying from advanced liver disease.
  • 04:49 --> 04:50Either decompensated
  • 04:50 --> 04:53cirrhosis or liver cancer.
  • 04:53 --> 04:57And particularly in the setting of HIV,
  • 04:57 --> 05:00chronic hepatitis B or C
  • 05:00 --> 05:02really is accelerated.
  • 05:02 --> 05:04There's an accelerated progression
  • 05:04 --> 05:07of liver fibrosis to cirrhosis.
  • 05:07 --> 05:12And then once cirrhosis develops,
  • 05:12 --> 05:14there's a very rapid
  • 05:14 --> 05:16progression to liver cancer.
  • 05:16 --> 05:18What Amy and I have discovered
  • 05:18 --> 05:19over the past several years,
  • 05:19 --> 05:23specifically focusing on HIV
  • 05:23 --> 05:26related hepatocellular carcinoma,
  • 05:26 --> 05:30is that HIV viremia,
  • 05:30 --> 05:33independent of other traditional factors,
  • 05:33 --> 05:37is a really important determinant.
  • 05:37 --> 05:41Of of primary liver cancer and
  • 05:41 --> 05:45we've analyzed HIV VIRAEMIA in
  • 05:45 --> 05:49many different ways to really
  • 05:49 --> 05:54provide the first evidence that HIV
  • 05:54 --> 05:57VIRAEMIA is an important reason
  • 05:57 --> 06:00why this subgroup is observed.
  • 06:00 --> 06:04To have such a high rate of of liver cancer.
  • 06:04 --> 06:05So that's sort of the the link,
  • 06:06 --> 06:07and he said if I can just
  • 06:07 --> 06:08jump in there because I think.
  • 06:08 --> 06:10But it points to a larger issue
  • 06:10 --> 06:12which is relevant for cancers.
  • 06:12 --> 06:14More generally, overtime we've come
  • 06:14 --> 06:17to appreciate that any number of
  • 06:17 --> 06:19chronic viral infections are associated
  • 06:19 --> 06:21with risk of cancer in the future,
  • 06:22 --> 06:24and HIV is just one of the more recent ones.
  • 06:24 --> 06:26There's a there's a whole list of
  • 06:26 --> 06:28viruses that are associated with cancer,
  • 06:28 --> 06:31and this is not that well
  • 06:31 --> 06:33appreciated by the general public.
  • 06:33 --> 06:36So when people talk about getting
  • 06:36 --> 06:37vaccinations to avoid cancer,
  • 06:37 --> 06:39that's what part of what
  • 06:39 --> 06:41we're trying to talk about.
  • 06:41 --> 06:44And by studying HIV and its
  • 06:44 --> 06:45association with cancer,
  • 06:45 --> 06:47we also hope to gain insights
  • 06:47 --> 06:48into these other viruses as well.
  • 06:50 --> 06:56And so. So, so that's a good a good point.
  • 06:56 --> 06:59So back to you've in you know when we
  • 06:59 --> 07:03talk about HIV viremia increasing the risk
  • 07:03 --> 07:07of of hepatocellular or liver cancers.
  • 07:07 --> 07:10What I mean is there what's
  • 07:10 --> 07:12the downstream effect of that?
  • 07:12 --> 07:16I mean, is it that we we don't currently,
  • 07:16 --> 07:19to my knowledge, have a vaccine against HIV?
  • 07:19 --> 07:22Are there ways that we can reduce viral
  • 07:22 --> 07:26load that we know would be beneficial in
  • 07:26 --> 07:28terms of preventing hepatocellular cancer?
  • 07:30 --> 07:33In fact, that's that's a key point that
  • 07:33 --> 07:37you bring up that antiretroviral therapy,
  • 07:37 --> 07:40which can suppress HIV.
  • 07:40 --> 07:44Viraemia can reduce the rates of
  • 07:44 --> 07:47primary liver cancer, and in fact,
  • 07:47 --> 07:51whether you have HIV and hepatitis B or C,
  • 07:51 --> 07:55Co infection or HIV alone,
  • 07:55 --> 07:59durable suppression of HIV viremia.
  • 07:59 --> 08:03Can really reduce risk of primary
  • 08:03 --> 08:05liver cancer considerably.
  • 08:07 --> 08:10And so, Amy, you know you had you
  • 08:10 --> 08:13had mentioned vaccines and when
  • 08:13 --> 08:15we think about liver disease,
  • 08:15 --> 08:19certainly we have a hepatitis B vaccine.
  • 08:19 --> 08:24Do we know that that actually prevents
  • 08:24 --> 08:27people from getting a liver cancer,
  • 08:27 --> 08:30or at least reduces their risk? It
  • 08:30 --> 08:32substantially reduces their risk.
  • 08:32 --> 08:34Hepatitis B infection is actually one of
  • 08:34 --> 08:37the worst actors in terms of risk of.
  • 08:37 --> 08:39Liver cancer, the associated risk
  • 08:39 --> 08:41with hepatitis B is quite large,
  • 08:41 --> 08:44so by getting the vaccine and
  • 08:44 --> 08:45avoiding hepatitis B infection,
  • 08:45 --> 08:47one can certainly decrease
  • 08:47 --> 08:49one's risk of liver cancer.
  • 08:49 --> 08:51Liver cancer, like most other cancers,
  • 08:51 --> 08:54is a multi hit phenomenon.
  • 08:54 --> 08:55So there's the issue of viral exposure
  • 08:55 --> 08:57that we've just been talking about.
  • 08:57 --> 09:00There's the issue of alcohol harmful
  • 09:00 --> 09:03use of alcohol can also increase risk.
  • 09:03 --> 09:05There's the risk of toxicity from other
  • 09:05 --> 09:07medications, which Ben is focused on.
  • 09:07 --> 09:09All of these factors can influence the
  • 09:09 --> 09:11total risk that an individual faces,
  • 09:11 --> 09:13and so we're trying to attack
  • 09:13 --> 09:15this issue on multiple fronts.
  • 09:17 --> 09:20And so I want to pick up on on
  • 09:20 --> 09:22what you said Amy about medications
  • 09:22 --> 09:24that are toxic to the liver,
  • 09:24 --> 09:27but just to kind of round out the
  • 09:27 --> 09:29discussion with regards to hepatitis,
  • 09:29 --> 09:33I think one of the important
  • 09:33 --> 09:35contributions that have been made
  • 09:35 --> 09:38over the last several years is a
  • 09:38 --> 09:41medication that purportedly can
  • 09:41 --> 09:43actually eliminate hepatitis C.
  • 09:43 --> 09:48Do we know that people who are treated with.
  • 09:48 --> 09:52This medication can reduce their risk
  • 09:52 --> 09:54even if they had hepatitis C. Even
  • 09:55 --> 09:58yes, hepatitis C, direct acting
  • 09:58 --> 10:01antiviral treatment can dramatically
  • 10:01 --> 10:03reduce the risk of liver cancer.
  • 10:03 --> 10:06Cure of hepatitis C really is
  • 10:06 --> 10:09a key factor in decreasing risk
  • 10:09 --> 10:13of liver disease and liver
  • 10:13 --> 10:16cancer from chronic hepatitis.
  • 10:16 --> 10:18These are therapies that are
  • 10:18 --> 10:21taken orally once daily.
  • 10:21 --> 10:24For 8 to 12 weeks and have a 95
  • 10:24 --> 10:27plus percent cure rate and with
  • 10:27 --> 10:30cure of chronic hepatitis C,
  • 10:30 --> 10:32the risk of liver cancer dramatically
  • 10:32 --> 10:34reduces over the long term.
  • 10:34 --> 10:38So Amy, this brings us to the question of,
  • 10:38 --> 10:40you know, if you already had hepatitis C,
  • 10:40 --> 10:44but that you can take a drug which cures you,
  • 10:44 --> 10:47you can reduce your risk of liver cancer.
  • 10:47 --> 10:49So with all of these other
  • 10:49 --> 10:50toxins that you mentioned,
  • 10:50 --> 10:54whether it's alcohol or other drugs
  • 10:54 --> 10:59that cause an injury to the liver.
  • 10:59 --> 11:01These are those irreversible.
  • 11:01 --> 11:04It sounds like these all might be
  • 11:04 --> 11:06in fact reversible if they follow
  • 11:06 --> 11:09the same kind of pattern as,
  • 11:09 --> 11:11as with hepatitis C, is that right?
  • 11:12 --> 11:15Well, that's a very important and
  • 11:15 --> 11:17interesting question. As we age,
  • 11:17 --> 11:20our bodies undergo a number of insults.
  • 11:20 --> 11:22At some point, though,
  • 11:22 --> 11:24the cumulative injury from those
  • 11:24 --> 11:26insults on almost any organ
  • 11:26 --> 11:28system in the liver is included.
  • 11:28 --> 11:29Becomes largely irreversible,
  • 11:29 --> 11:32so the trick is to try to catch
  • 11:32 --> 11:35it before that happens and reverse
  • 11:35 --> 11:37those behaviors or those exposures
  • 11:37 --> 11:39before they cross that threshold
  • 11:39 --> 11:42into a a more irreversible state.
  • 11:42 --> 11:45We talk a lot about liver cirrhosis
  • 11:45 --> 11:47and we used to think that even liver
  • 11:47 --> 11:49cirrhosis was that liver cirrhosis
  • 11:49 --> 11:51wasn't reversible to some extent.
  • 11:51 --> 11:52It can be,
  • 11:52 --> 11:55but obviously the earlier we intervene
  • 11:55 --> 11:59and stop those exposures stop those harms.
  • 11:59 --> 12:01The less likely this process
  • 12:01 --> 12:02will become irreversible.
  • 12:04 --> 12:06So then I wanna pick up the
  • 12:06 --> 12:08conversation with you on medications
  • 12:08 --> 12:11that are toxic to the liver.
  • 12:11 --> 12:13I mean, we've all heard about
  • 12:13 --> 12:16alcohol and I I think our listeners
  • 12:16 --> 12:18know that alcohol certainly
  • 12:18 --> 12:21is is toxic to the liver.
  • 12:21 --> 12:23Maybe before we get to medications,
  • 12:23 --> 12:25I'll ask you the question that
  • 12:25 --> 12:27everybody is going to ask.
  • 12:27 --> 12:29Is there a safe dose of alcohol
  • 12:29 --> 12:31that is not toxic to the liver?
  • 12:32 --> 12:34Well, I think that,
  • 12:34 --> 12:36particularly with people with
  • 12:36 --> 12:38pre-existing chronic liver disease,
  • 12:38 --> 12:42there really may be no safe
  • 12:42 --> 12:44level of of alcohol.
  • 12:44 --> 12:47Amy and I had done a study several years
  • 12:47 --> 12:50back where we looked at particularly
  • 12:50 --> 12:54the extent of consumption of alcohol,
  • 12:54 --> 12:57non hazardous, hazardous abuse,
  • 12:57 --> 13:00dependence according to different
  • 13:00 --> 13:02presences of hepatitis.
  • 13:02 --> 13:05In HIV, and particularly for persons
  • 13:05 --> 13:09with HIV and hepatitis coinfection,
  • 13:09 --> 13:12even those who had non hazardous drinking,
  • 13:12 --> 13:15it was associated with pretty substantial
  • 13:15 --> 13:18advanced liver fibrosis and cirrhosis.
  • 13:23 --> 13:24In those instances,
  • 13:24 --> 13:26there really is no safe level of alcohol use.
  • 13:27 --> 13:30Well, that certainly is a sobering
  • 13:30 --> 13:32comment to end our first half of
  • 13:32 --> 13:35our segment on and no pun intended.
  • 13:35 --> 13:36But we're going to take a short
  • 13:36 --> 13:38break for a medical minute.
  • 13:38 --> 13:40Please stay tuned to learn more
  • 13:40 --> 13:42about liver toxic medications and
  • 13:42 --> 13:43cancer risk with my guests doctor
  • 13:43 --> 13:46Amy Justice, and Doctor Vin Lo Rey.
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  • 13:48 --> 13:50comes from Smilow Cancer Hospital
  • 13:50 --> 13:53where a wide spectrum of advanced
  • 13:53 --> 13:55strategies for the diagnosis and treatment
  • 13:55 --> 13:57of gynecological cancers are offered.
  • 13:57 --> 14:01To learn more, visit Yale Cancer Center org.
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  • 14:12 --> 14:14very important lifestyle change,
  • 14:14 --> 14:15especially for patients
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  • 14:52 --> 14:54to Connecticut Public Radio.
  • 14:55 --> 14:58Welcome back to Yale Cancer Answers.
  • 14:58 --> 15:00This is doctor Anees Chagpar and I'm
  • 15:00 --> 15:02joined tonight by my guests doctor Amy
  • 15:02 --> 15:04Justice and Doctor Vin Lo Rey.
  • 15:04 --> 15:07We are learning about liver toxic medications
  • 15:07 --> 15:11and the risk of developing liver cancer.
  • 15:11 --> 15:13So then right before the break we
  • 15:13 --> 15:16were starting to talk about some
  • 15:16 --> 15:18of the medications that are toxic
  • 15:18 --> 15:20to the liver and we talked about
  • 15:20 --> 15:23the one that's the most ubiquitous,
  • 15:23 --> 15:25which is alcohol,
  • 15:25 --> 15:26but talk a little bit.
  • 15:26 --> 15:28About medications that you found
  • 15:28 --> 15:32are toxic to the liver and and how
  • 15:32 --> 15:34that impacts on liver cancer.
  • 15:35 --> 15:36Yeah, so you know,
  • 15:36 --> 15:38we recognized that in this setting,
  • 15:38 --> 15:42particularly of people with HIV,
  • 15:42 --> 15:44Amy and I early on had recognized
  • 15:44 --> 15:48that polypharmacy was quite common.
  • 15:48 --> 15:51Polypharmacy is defined as
  • 15:51 --> 15:55using five or more medications
  • 15:55 --> 15:57outside of antiretroviral drugs.
  • 15:57 --> 16:02And how these multiple other medications
  • 16:02 --> 16:04that patients are prescribed,
  • 16:04 --> 16:07how they may impact on?
  • 16:07 --> 16:09Multiple different organ systems.
  • 16:09 --> 16:13In particularly my interest in the liver.
  • 16:13 --> 16:15You know, was something that
  • 16:15 --> 16:17we really were focused on.
  • 16:17 --> 16:19I think when we embarked
  • 16:19 --> 16:21on studying liver cancer,
  • 16:21 --> 16:23particularly in HIV,
  • 16:23 --> 16:27we were interested in in exploring how
  • 16:27 --> 16:31liver toxic medications might cause
  • 16:31 --> 16:34either acute or chronic inflammation that
  • 16:34 --> 16:38could exacerbate the risk of liver cancer.
  • 16:38 --> 16:42And when we try to specifically
  • 16:42 --> 16:44consider different.
  • 16:44 --> 16:46Liver toxic drugs.
  • 16:46 --> 16:48The classifications that really
  • 16:48 --> 16:50existed were only based on
  • 16:50 --> 16:52case studies and case reports,
  • 16:52 --> 16:55and in fact the the National
  • 16:55 --> 16:57Institutes of Health has a liver
  • 16:57 --> 17:00tox website that assembles all of
  • 17:00 --> 17:02the drugs with known hepatoxic,
  • 17:02 --> 17:05either reports or or case series,
  • 17:05 --> 17:08but no one has ever tried
  • 17:08 --> 17:10to group those drugs.
  • 17:10 --> 17:14Based on the likelihood of developing.
  • 17:14 --> 17:17Liver injury or for that for that matter.
  • 17:17 --> 17:21Liver cancer based on real world data
  • 17:21 --> 17:25outside of just reports and so you know what?
  • 17:25 --> 17:29What Amy and I wanted to do was to
  • 17:29 --> 17:32utilize these existing categorizations of
  • 17:32 --> 17:36apati toxic potential based on reports
  • 17:36 --> 17:39and actually create real-world cohorts
  • 17:39 --> 17:44of new initiators of these drugs.
  • 17:44 --> 17:47From the standpoint of trying
  • 17:47 --> 17:49to determine which had high
  • 17:49 --> 17:52versus low rates of liver injury,
  • 17:52 --> 17:55you see when you're using case reports,
  • 17:55 --> 17:58you're ignoring the the denominator
  • 17:58 --> 18:01data of of sort of the the.
  • 18:01 --> 18:03The world of people who who are
  • 18:03 --> 18:05actually using these drugs.
  • 18:05 --> 18:07They're merely cases.
  • 18:07 --> 18:11But if you have many users but just
  • 18:11 --> 18:15very few cases, the rates of those.
  • 18:15 --> 18:17Liver injury events is actually low,
  • 18:17 --> 18:22So what Amy and I did was to identify
  • 18:22 --> 18:25195 of the most hepatotoxic drugs
  • 18:25 --> 18:28based on those that had at least
  • 18:28 --> 18:31four or more reports of liver
  • 18:31 --> 18:33injury in the medical literature.
  • 18:33 --> 18:35Going back from the 1950s,
  • 18:35 --> 18:38and we used the national VA data
  • 18:38 --> 18:41to create new user cohorts of
  • 18:41 --> 18:44each of these 195 drugs.
  • 18:44 --> 18:47And we followed over a years time.
  • 18:47 --> 18:50The rate of liver injury,
  • 18:50 --> 18:53which we classified as severe.
  • 18:53 --> 18:57Based on you know serious liver dysfunction.
  • 18:57 --> 19:01And and using that approach we were
  • 19:01 --> 19:05able to create a new hierarchy or
  • 19:05 --> 19:09tiers of drugs that can cause liver
  • 19:09 --> 19:13injury and what we found was 39 of
  • 19:13 --> 19:17those drugs out of the 195 were had
  • 19:17 --> 19:23rates that were fairly high for liver injury.
  • 19:23 --> 19:23And interestingly,
  • 19:23 --> 19:26the majority of almost half of
  • 19:26 --> 19:28those jugs were antimicrobial.
  • 19:28 --> 19:32Drugs so antibiotics, antivirals,
  • 19:32 --> 19:33antifungals.
  • 19:33 --> 19:36And our approach to using these
  • 19:36 --> 19:38from a real world data standpoint
  • 19:38 --> 19:41was now that we have a group of
  • 19:42 --> 19:44drugs that we know are associated
  • 19:44 --> 19:46with higher rates of liver injury.
  • 19:46 --> 19:49We can now explore those in in terms of
  • 19:49 --> 19:53their risk of developing liver cancer,
  • 19:53 --> 19:57and these might be drugs that
  • 19:57 --> 19:59could be evaluated
  • 19:59 --> 20:02for for safety signals in many
  • 20:02 --> 20:04different integrated delivery systems
  • 20:04 --> 20:07like the VA you could create.
  • 20:07 --> 20:10Electronic alerts to warn health
  • 20:10 --> 20:13care providers to monitor patients
  • 20:13 --> 20:16more closely on these drugs,
  • 20:16 --> 20:17and I think future studies to
  • 20:17 --> 20:19look at combinations of these
  • 20:19 --> 20:21drugs and their risk of liver
  • 20:21 --> 20:22injury will also be valuable.
  • 20:23 --> 20:26So Amy, let me ask you a question.
  • 20:26 --> 20:28I mean, you just that.
  • 20:28 --> 20:31That explanation by VIN was
  • 20:31 --> 20:32certainly enlightening,
  • 20:32 --> 20:35but a lot of people you
  • 20:35 --> 20:36know take antibiotics.
  • 20:36 --> 20:38They might have, you know,
  • 20:38 --> 20:41a touch of pneumonia or a urinary
  • 20:41 --> 20:43tract infection and they they take
  • 20:43 --> 20:44their week of antibiotics and
  • 20:44 --> 20:46their doctors always tell them.
  • 20:46 --> 20:48Make sure you finish the
  • 20:48 --> 20:50whole week because we don't
  • 20:50 --> 20:52want resistance to occur.
  • 20:55 --> 20:57Did you find a dose response?
  • 20:57 --> 20:59Like if you take, you know,
  • 20:59 --> 21:02a course of antibiotics once in
  • 21:02 --> 21:05your lifetime, does that really
  • 21:05 --> 21:07increase your risk of liver injury
  • 21:07 --> 21:09and liver cancer over that lifetime?
  • 21:09 --> 21:12Or is it more the people who are
  • 21:12 --> 21:14taking antibiotics on a regular basis?
  • 21:14 --> 21:17That really increases the risk.
  • 21:18 --> 21:20Well, certainly regular exposure would
  • 21:20 --> 21:24be the bigger concern, but in terms of.
  • 21:24 --> 21:27Trying to conduct this research in a
  • 21:27 --> 21:30fairly clear way, we needed to start
  • 21:30 --> 21:32with people who had not been exposed
  • 21:32 --> 21:33and then look at initial exposure,
  • 21:34 --> 21:36since that's one of the highest
  • 21:36 --> 21:37risk periods for injury, right?
  • 21:37 --> 21:39People who have very serious injury
  • 21:39 --> 21:41are going to stop the medication.
  • 21:41 --> 21:43Now that we have identified
  • 21:43 --> 21:45which ones have the most signal,
  • 21:45 --> 21:47we want to go on and look at OK.
  • 21:47 --> 21:50If people actually do have chronic exposure
  • 21:50 --> 21:53and a more low level signal for injury,
  • 21:53 --> 21:55do we see cumulative effects?
  • 21:55 --> 21:57So you make an excellent point in each,
  • 21:57 --> 22:00but the initial study really had to look
  • 22:00 --> 22:02at people who had not been previously
  • 22:02 --> 22:04exposed and then look at acute exposure.
  • 22:04 --> 22:05Yeah,
  • 22:05 --> 22:08and so then you mentioned that the
  • 22:08 --> 22:11majority of these 39 top offenders.
  • 22:11 --> 22:17Were in the antimicrobial kind of spectrum.
  • 22:17 --> 22:19One of the drugs that a lot of people
  • 22:19 --> 22:22know about use a lot and and we all kind
  • 22:22 --> 22:25of think about in terms of liver injury.
  • 22:25 --> 22:29Is acetaminophen plain old Tylenol?
  • 22:29 --> 22:32Did you find that that ranked among
  • 22:32 --> 22:35the highest or or was that in the
  • 22:35 --> 22:37rest of the the population of drugs?
  • 22:37 --> 22:40That really was not as toxic as you
  • 22:40 --> 22:42might have thought to begin with?
  • 22:43 --> 22:45Well, acetaminophen really causes its
  • 22:45 --> 22:48toxicity in a dose dependent fashion,
  • 22:48 --> 22:53so as long as the doses of the
  • 22:53 --> 22:57acetaminophen are not at high at high doses,
  • 22:57 --> 23:00then the the risk is generally low.
  • 23:00 --> 23:04I would say that.
  • 23:04 --> 23:06For those with pre-existing
  • 23:06 --> 23:07chronic liver disease,
  • 23:07 --> 23:10lower doses of acetaminophen
  • 23:10 --> 23:13is is more advantageous because
  • 23:13 --> 23:16with compromised livers the risk
  • 23:16 --> 23:19of liver injury is much higher.
  • 23:21 --> 23:23And and then raises a good point,
  • 23:23 --> 23:25Amy, which is, you know,
  • 23:25 --> 23:27and you had mentioned it before as well,
  • 23:27 --> 23:30is that there is this kind of more
  • 23:30 --> 23:32than one hit to to your liver.
  • 23:33 --> 23:36And so when you did this study and you
  • 23:36 --> 23:39were looking at people who had initiated
  • 23:39 --> 23:41a potentially hepato toxic drug,
  • 23:41 --> 23:44did you kind of stratify these patients by
  • 23:44 --> 23:47other things that might put them at risk?
  • 23:47 --> 23:49Whether that was alcohol use
  • 23:49 --> 23:51or underlying fatty liver?
  • 23:51 --> 23:54Or even happy *******.
  • 23:54 --> 23:58So the answer to that is yes.
  • 23:58 --> 24:00In fact, one of the things that
  • 24:00 --> 24:02seems to be relevant for any number
  • 24:02 --> 24:04of adverse outcomes is simply
  • 24:04 --> 24:06how many medications are you on,
  • 24:06 --> 24:07even after you adjust for
  • 24:07 --> 24:09how sick someone is.
  • 24:09 --> 24:10Physiologically, you know how much
  • 24:10 --> 24:12organ system injury do they appear
  • 24:12 --> 24:14to have based on laboratory data
  • 24:14 --> 24:16and other clinical evaluations.
  • 24:16 --> 24:18Simply counting up how many
  • 24:18 --> 24:19chronic medications they are on,
  • 24:19 --> 24:22especially when they get beyond five or ten,
  • 24:22 --> 24:25has a very strong association with
  • 24:25 --> 24:28any number of adverse health outcomes.
  • 24:28 --> 24:30And that's one of the reasons why Vin was
  • 24:30 --> 24:33talking about polypharmacy a few minutes ago.
  • 24:33 --> 24:35It's very important to interpret exposures
  • 24:35 --> 24:38in the context of how susceptible
  • 24:38 --> 24:40to injury are you at that moment.
  • 24:40 --> 24:42And if you're already on a lot
  • 24:42 --> 24:44of medications and already have
  • 24:44 --> 24:45evidence of liver injury,
  • 24:45 --> 24:47you are highly susceptible to
  • 24:47 --> 24:49injury from another exposure.
  • 24:49 --> 24:51But I think in a niche what
  • 24:51 --> 24:53you you bring up a good a good
  • 24:53 --> 24:56question for this initial analysis,
  • 24:56 --> 24:59we chose to specifically exclude
  • 24:59 --> 25:02individuals with either viral hepatitis
  • 25:02 --> 25:05or other non viral chronic liver diseases,
  • 25:05 --> 25:08and even amongst those who
  • 25:08 --> 25:10did not have diagnosed.
  • 25:10 --> 25:11Chronic liver disease.
  • 25:11 --> 25:14We looked in the year prior to their
  • 25:14 --> 25:16initiation of the drug to see if
  • 25:16 --> 25:19they had any evidence of any liver
  • 25:19 --> 25:21aminotransferase abnormalities or any
  • 25:21 --> 25:25any end of any evidence of of liver
  • 25:25 --> 25:28inflammation and excluded those individuals.
  • 25:28 --> 25:31So the the population that we studied,
  • 25:31 --> 25:33at least at the outset,
  • 25:33 --> 25:36was those who did not have
  • 25:36 --> 25:37pre-existing liver disease,
  • 25:37 --> 25:39either diagnosed or for that matter,
  • 25:39 --> 25:40non diagnosed and.
  • 25:40 --> 25:43And it was really when we presented
  • 25:43 --> 25:46these results at to the FDA's division
  • 25:46 --> 25:49of Hepatology that they really advocated
  • 25:49 --> 25:52that we go the extra mile to really
  • 25:52 --> 25:55exclude individuals who may have
  • 25:55 --> 25:57as yet undiagnosed liver disease.
  • 25:57 --> 26:00To ensure that this was an in a group
  • 26:00 --> 26:02that wasn't necessarily at higher risk,
  • 26:02 --> 26:04such as Amy had mentioned those
  • 26:04 --> 26:05with pre-existing liver disease.
  • 26:06 --> 26:08And so I mean all of this work
  • 26:08 --> 26:10is is incredibly interesting,
  • 26:10 --> 26:14but it begs the question and then what?
  • 26:14 --> 26:17So you know, people who are on five or more
  • 26:17 --> 26:20medication certainly are at increased risk,
  • 26:20 --> 26:22but presumably they're on those
  • 26:22 --> 26:23medications because they're needed.
  • 26:23 --> 26:25If they're not needed,
  • 26:25 --> 26:27then the obvious answer to the what
  • 26:27 --> 26:29happens next is you get rid of the
  • 26:29 --> 26:31medications that you don't need.
  • 26:31 --> 26:34But for the people who really do need,
  • 26:34 --> 26:36you know their antihypertensive
  • 26:36 --> 26:38medication and maybe there.
  • 26:38 --> 26:41Their insulin and and their
  • 26:41 --> 26:43statin and whatever else.
  • 26:43 --> 26:45And they're they're on,
  • 26:45 --> 26:46say 5 medications that
  • 26:46 --> 26:48they they truly do need.
  • 26:48 --> 26:51And we know that polypharmacy would put
  • 26:51 --> 26:53you at increased risk of liver disease.
  • 26:53 --> 26:56What should physicians and patients do?
  • 26:56 --> 26:57Amy like?
  • 26:57 --> 26:58What's the answer?
  • 26:59 --> 27:02Well, so anisha it's you know,
  • 27:02 --> 27:03in the best of all possible worlds,
  • 27:03 --> 27:05there would be one Doctor Who's
  • 27:05 --> 27:08really helping to manage the total
  • 27:08 --> 27:10picture for the patient in the room.
  • 27:10 --> 27:12But the reality of our health care system
  • 27:12 --> 27:14is that that is often not the case.
  • 27:14 --> 27:17People see a number of different specialists.
  • 27:17 --> 27:20And each of those specialists looks at
  • 27:20 --> 27:22the patient and their list of medications
  • 27:22 --> 27:24only with a view to the particular
  • 27:24 --> 27:26organ system that they're treating.
  • 27:26 --> 27:29Further, the guidelines for how we
  • 27:29 --> 27:31recommend managing people with various
  • 27:31 --> 27:33diseases in our country have been
  • 27:33 --> 27:35developed with a similar neurofocus.
  • 27:35 --> 27:37As a result,
  • 27:37 --> 27:41people end up being on a lot of medications,
  • 27:41 --> 27:43sometimes without each of the physicians
  • 27:43 --> 27:46being totally aware of all the other
  • 27:46 --> 27:47medications that the person is on.
  • 27:47 --> 27:48And that's.
  • 27:48 --> 27:49Part of the reason we've
  • 27:49 --> 27:50gotten into this quandary,
  • 27:50 --> 27:52so believe it or not,
  • 27:52 --> 27:54the first step really is a total
  • 27:54 --> 27:55view of the medication list and
  • 27:55 --> 27:57decisions about what medications
  • 27:57 --> 27:59are truly indicated for this
  • 27:59 --> 28:00person and which ones are not.
  • 28:01 --> 28:03Doctor Amy Justice is the CNH long
  • 28:03 --> 28:05professor of medicine in general
  • 28:05 --> 28:07medicine and professor of public
  • 28:07 --> 28:09health and health policy at the Yale
  • 28:09 --> 28:11School of Medicine and Doctor Van
  • 28:11 --> 28:13Lowrey is an associate professor
  • 28:13 --> 28:15of medicine and epidemiology at
  • 28:15 --> 28:17the University of Pennsylvania.
  • 28:17 --> 28:18If you have questions,
  • 28:18 --> 28:20the addresses cancer answers at
  • 28:20 --> 28:23yale.edu and past editions of the
  • 28:23 --> 28:25program are available in audio and
  • 28:25 --> 28:27written form at yalecancercenter.org.
  • 28:27 --> 28:29We hope you'll join us next week to
  • 28:29 --> 28:31learn more about the fight against
  • 28:31 --> 28:33cancer here on Connecticut Public Radio.
  • 28:33 --> 28:35Funding for Yale Cancer Answers is
  • 28:35 --> 28:37provided by Smilow Cancer Hospital.