Transcript
wHNviTRMfa8 • The UNHEALTHY FOODS You Eat Everyday That Cause DISEASE & INFLAMMATION | Naveen Jain
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Kind: captions Language: en your oral microbiome is directly connected to your heart disease is connected to your diabetes is connected to neurodegenerative diseases especially Alzheimer's we as Humanity will wipe out the cancer from the human body Gene Jane welcome back to the show but first of all this is one of the few places I come back and just have such great memories dude it's a lot of fun anytime that we get to spend time together especially I'm so obsessed with the same thing that you're obsessed with which is the microbiome and I want to ask of the healthy foods that people think are making their life better what should people actually be avoiding what this interesting thing is there's no such thing as universal healthy food so this thing is universally good yeah what about universally bad so universally bad is absolutely true so for example sugar is just bad for everyone it is no one who would say because it's refined or like in a natural state would we yeah Natural State it is much better but especially in the process State and there are many reasons obviously is starting from the top of the tube your digestive tube in your mouth every time you eat something that has processed sugar or even sugar your oral microbes actually use that to produce lactic acid that changes the pH of your oral microbiome and now as we are learning similar to like you and I were obsessed about gut microbiome in the last two years what we're learning is your oral microbiome is directly connected to your heart disease is connected to your diabetes is connected to neurodegenerative diseases especially actually Alzheimer really fast and I do want to get into the actual foods that people need to be avoiding other than sugar but give us a quick primer on the enteric nervous system so I've heard you say that we're a donut with a tube through it that's right which I think will hit people very strangely but what is the enteric digestive tract okay so your digestive tract as you can imagine it starts from the top of the tube in your mouth so that's where you start the things and I don't know about you my mom used to always see you know eat slowly chew your food and I always wondered why is she worried that some other food is going to get stuck in my throat well it turns out she must have been a scientist because when you chew your food and eat slowly your microbes in your mouth the oral microbiome is starting to pre-digest the food so the nutrition can be absorbed in your digestive tract so there's signaling going on between the oral microbiome and the microbiome in your gut but more than just a signaling first of all the microbiome itself is pre-digesting the food and it's sending the signal to the body the different organs through the vagus nerve through the metabolites that it releases right so you're saying that as I'm chewing I'm breaking down the food into metabolites that's right those metabolites are beating the food to the digestive tract the microbiome poops out the metabolizes which is microbiome they do it that fast as I chew I'm already sending already single to pancreas so every time you you eat food and it's sweet it sends a signal to pancreas hey the sweet stuff is coming the sugar is coming start releasing the insulin and when you eat artificial sweetener guess what happens the insulin is all there but the insulin has nothing to do because there is no glucose to process and now the people who eat diet step diet soda diet stuff thinking they're doing good and now they become insulin resistant Nick they end up getting diabetes because they're taking a lot of the artificial sweetness I want to get back to that because anecdotally is the only thing I can speak to that didn't seem to be my experience but but set that aside so I'm chewing something I'm sending a a metabolite based signal to my digestive so I'm pre-digesting it and sending the sending a metabolite based signal down to the gut gut and the rest of the body remember the blood carries the stuff that metabolites are absorbed by the blood so as soon as they're absorbed it's sending the signal to the whole body okay now in addition to that your gut is also sending the signal through the vagus nerve to the whole body right so if you look at the v as humans we are really a super organism we're 99 of all the genes that are expressed in our body are not our own they don't come from our mom and dad they actually come from these microbes that are in our mouth in our gut in our eyes on our scalp on our skin and literally everywhere and these microbes and us are in symbiotic relationship and when that relationship gets broken is when your body is never at ease and we call that dis-ease is disease Okay so when it do I have a microbiome in my stomach that's right of course your microbiome is all over your digest track especially the 95 of that is in your gut or quality well yeah so the gut I know I wasn't sure if in the acidic level of the stomach we also have a microbiome so these up in the small intestine there is microbiome okay and then there's literally it's all through the Trap and obviously stomach has very high acid but a lot of the people who take are these proton pump inhibitors like Nexium that now allows all the oral microbiome is swallowing give or take about one and a half liter of saliva every day and now they're saliva when it goes to the stomach and there is no acid because you're taking proton pump inhibitors now all those microbes are going to the gut which they don't belong and some of the stuff at least the research shows the fusobacterium nucleatum which is actually oral microbiome is number one culprit for things like colon cancer the number one culture for colon cancer starts in the mouth that is shocking to say the least okay we're going to get to cancer later okay so I wanted that quick primer you've got all these microbes they start in your mouth you have a tube that runs from your mouth through your stomach down into the small intestine large intestine colon yeah we have a an ability to break those nutrients down through the digestive process the microbes also as you said poop out metabolites that we then absorb into the body so we actually want these things yes why is it going back to the foods that we shouldn't be eating so we have sugar as a universal but there's probably caveats on that but are there other things that are universally problematic anything that's a processed food in general that's not something that human body was designed to because the ratio is wrong because the chemical substrate gets altered like what is the problem so for example like when you eat wheat right it has a lot of fiber in it and now if you remove everything all you're really getting is the process part right which is just the part that normally would be in addition if you had with mixed with fiber would be easy to digest and probably would be I think wheat might be the perfect case study to break this down so I have a feeling as we talk that we're going to find that there's a lot of things that have happened that create the modern disease that's right let me use wheat and tell me where I go wrong so one we have to start with the soil yes so we've been doing Monograms um fertilizers and pesticides and pesticides so we're destroying the soil yes the microbiome of the soil just to be very clear right the bacteria the viruses the phages yes we should talk about phages I did some research on that absolutely in anticipation of this we're creating a problem at the soil level we're also genetically engineering the wheat to be higher yield to be more resistant to parasites to be able to handle a larger dosage of pesticides so on and so forth and for whatever reason gluten at least in the US and other countries that use similar farming techniques have now become really problematic for a lot of people because they break the epithelial lining for people keeping score at home in the gut which allows direct permeability between what should be a tube allows actual proteins to make their way into the bloodstream oh by the bacteria into the bloodstream so what's the bigger problem what's I've always thought it was the protein because with gluten in particular gluten looks like a piece of the hypothalamus if I remember correct a part of the brain anyway there's a protein made in a part of the brain that looks exactly like the protein in gluten and that's part of why people get quote unquote brain fog it's not as simple right so in some sense there are some people who may actually have a Celiac disease right there the gluten does havoc to them right in general if you think about gluten they're about 1.4 billion people that live in India right they all eat gluten so it's not that gluten is good or bad there are a couple of problems how it is is grown and also how your microbes actually metabolize that right so if you let's step back for a second and just let's look at the human body and then we'll come back to specific because I think we deck too deep too fast so let's back up for a second and let's start and say we as humans co-evolve together with these microorganisms right so as I was saying that you one could argue that even within ourselves we have these organelles which are really like cytoplasm you look at the things like mitochondria so mitochondria has its own DNA which is separate from our human DNA which is separate from the microbes that we are talking about it's in fact our human cells are multi-organism you would argue that in ancient cell these were different organisms that actually all got captured inside the same same cell so we are really symbiotically made there and then we looking at the complete or you know as super organism we're consisting of 99 of all that genes that are coming from all the microorganisms we've talked about right 70 percent of our immune system is along our gut lining are microbes and our human human immune system is constantly interacting with each other in fact so much so when the baby is born our microbiome is constantly teaching or teaching the immune system what's a friend what's that for the fact is why is it there are so many trillions of these bacteria can live inside us and our immune system is not killing them why is that because if they think they are foreign substance you will have a constant inflammation the constant bombardment of the things trying to kill them what's happening is as the baby is born these organisms are starting to tell immune system we are part of self don't need to get paranoid we are all working together and then we together will detach when there is an attack on us the pathogen that's coming from outside and then we can actually work together in fact when the baby is born the first few days I think we talked about last time the first few days of mother's milk contains oligosaccharide which is literally is a fiber the oligosaccharides cannot be digested by the human body it can only be digested or fermented by the microbes in your gut and that through that the microbes are releasing butyrate which are actually the short chain fatty acids there are anti-inflammatory so imagine what nature is saying nature is saying we just created this office spring to keep this office being healthy and growing we shouldn't be necessarily feeding it you need to be feeding them to make sure that we are all together and then as you start to look at the first exposure to the microbiome it starts in the birth canal so when the baby is being born is baited with the birth canal so vaginal microbiome and that's really the first exposure you start to get and then as we start to grow you could have identical twins you still have different diseases in different points right and we'll come back to it in terms of why the DNA that people say your genes are your destiny why that is completely wrong right but we'll get to it in a second here so coming back to the human primer we really are a super organism that are symbiotically working together when the relationship gets broken and we're not feeding these microbes what they need to survive they start to scrounge around and they're starting to now do different things their behavior completely changes so it's not the organism change there what functions they perform is constantly changing right so same organism can produce something good in one person one environment your gut environment and the same organism in my toxic environment could produce something totally different to survive right so what happens is people take these probiotics like acromancia is a great example A lot of people take a commencia thinking is good for you that is the number one organism if you Google Ackerman CI and Ms that's the number one organism that's directly connected to causing Ms so why is it in some environment acremancia produces good stuff like that do we know what environment is positive and what's negative yeah and it's actually so when when you have the inflammation in the gut lining Remember economancia's full name is acromancia mucinophila said remember I had no idea yeah but uh yeah so lover of Museum really okay lover of music so it really lives in your Museum and when you are essentially have high inflammation or you'll assist him go on a long a long diet that you're not eating food you're going to three day fasting it starts to eat your music right and now you all the barrier that we had created is gone your gut lining can get permeable so your gut lining gets permeable because there is inflammation what causes inflammation your microbes are producing things like lipopal lipopolysaccharide LPS high amount of protein fermentation causing uh producing ammonia or high amount of food that's producing a lot of sulfide a lot of pleasure assembly a lot of the stuff that's going on that's highly toxic that causes the inflammation in the gut that breaks the boundary that breaks the intestinal barrier to be permeable and then not only the food starts to go the bacteria start and the viruses start to now translocate into the blood causing a systemic inflammation and by the way same thing happens in your mouth when you have a bleeding gums or leaky gums just like a leaky gut you have leaky gums guess what when it's bleeding all the microbes from your mouth are going into the blood causing the same systemic inflammation and that's what causes the systemic diseases in different organs okay so now that we have that set up let's go back to wheat so there's a lot of things that have happened in modern context that alter the way that we respond to wheat what is the bigger problem is and look I get that this stuff is also intertwined but you hear a lot about well if you eat bread in Europe you're not going to have the same negative inflammatory response you're going to have if you eat it here so is the bigger problem that a modern diet is changing the makeup of your microbiome or is it that we've altered the food substances themselves that even if you were eating the same thing that your you know ancestors ate long long ago that you'd still have a problem because of what we've done to the soil genetic engineering you know all that stuff I suspect it is part of both in fact even the people who go to Europe and eat the pizza in Italy and they say come back and say I have no problem with that right so it is in that case it's really how we produce wheat in our country versus we produce wheat there it's much more organically produced wheat right the second part is are depending on if you're eating lot of processed food our gut microbes are actually no longer friendly to our environment in that case it is also in addition to the food we eat that's how it is grown it is also our microbes have completely changed are no longer able to digest the food they should have been able to do is it that they can't digest the food or is it that the makeup of my microbiome did so you talked about acromancia there's God knows how many thousands of different species so is it that I have the wrong makeup of the species or is it that what I am feeding them is breaking them because I mean you've talked about this I can put a microbe in the ocean to eat oil yes so if there's a microbe to metabolize basically everything is it really the problem with the the the actual bacteria or is it that I've gotten the bad bacteria to over proliferate in my gut you have to have the right set of oil there's not like one single organism they could be tens of thousands of different organisms that can actually metabolize that food right so one is part of having it other thing is the environment it finds itself in so there are lots and lots of bad stuff and it's crowding out the good stuff when the food comes in they may not even get a shot at it right so in a sense the things that could have been digested if there was a better balance is no longer anything in this environment it is really interesting is not only we are feeding them they are feeding each other right so it is one set of organism can take the food actually poop out or metabolites that can can be metabolized by some other organism and then it produces something else so in an environment whether it is really good I mean it's actually not complicated look at Amazon forest right if you look at Amazon any type of rainforest every step you take has a completely different makeup yet the whole place is lash and green that means you can have a nice Lush and green environment they don't have to be identical they can be very disagree but that still it feels like given the second and third order consequences that this gets complicated really fast and given what I've been through release I know how hard it has been at least historically to fix now maybe we're getting more inside closer so what happened was what are you what are we using to get closer is it AI is it AI chomping through massive data what's the big breakthrough so the big breakthrough is actually analyzing the body as a whole so let me just give you an example of what we did seven years ago we simply analyzed your gut microbiome and time to figure out what was there well who is there and what they were doing right so remember before us everybody including to date every other microbiome company focuses on who is there we change that and say we're going to focus on not just who is there but what they are actually producing what are they expressing what are they metabolizing right and then we see oh my God that's look at what they're doing is it good or bad and can we use the food to say change that their behavior right so that was first part and then we realize and say videos said that's only a small picture we don't know when these things gets absorbed in the blood how does a human host is reacting to it so two and a half years ago we say wait I said this is not going to give us everything we need we're going to now analyze both your gut and the finger prick blood to know all of your inflammatory biomarkers so what do we do when you get a fingerprint blood we're looking at all the human host gene expression from your mitochondrial Gene what are you referring inferring from that the way that the body is responding so so walk me through could I have good metabolites but a bad reaction so what we're imagining is what is happening in your immune system so when we do a fingerprint blood the truth is at that point you have red blood cells and you have white blood cells right that blood cells have no nucleus you end up really analyzing the white blood cells that means you're looking at all of the inflammatory markers all the cytokines right so you know interleukin one interleukin and you're saying though that you could look at the metabolites and not be able to predict my reaction to those metabolites so what we do is we're looking at your metal you're looking at what your microbes are producing now we're looking at all the inflammatory markers and are looking at all the mitochondrial gene expression right so now we're looking at what mitochondria is producing what your immune system is producing right what's in the blood and then we're saying we just said this is what we see happening in the gut this is what we see the human who's responding to it that's n of one and then we start to look at n of C hundred thousand in our case n of 500 000 right now we have lots of data to see every time we see this this is what's happening on N of one you cannot make that conclusion because they could be completely inconclusive if I'm understanding this right it makes the following prediction that eventually you'll have looked at a data set large enough that you'll be able to know from the metabolites how they'll respond or would you need to know my DNA and the metabolite no so this is this is not not we're looking at all of the immune system how your immune system is reacting yeah but what I'm trying to figure out is it will immune systems react to a metabolite in a predictable fashion yes okay so you could then eventually get a data set so basically yeah and that was the first so this is what we did three months ago we still wait a sec we are still missing the another part as we talked about the top of the tube so we say we said what happening here is also impacting the human host so why not analyze saliva to look at Oral microbial activities and the human gene expression in your saliva look at both the gut microbial activity and the human gene expression from the sh from the epithelial cells shedding and then look at the fingerprint block to understand all the human gene expression and take all this data together and can you start making more sense out of it than just one two or three samples right and now that we have analyzed so many samples we are able to in fact predict and give you the score where you stand for example when you do this test of full body intelligence we analyze your saliva your stool and a fingerprint blood and then we give you your biological age the truth is hitting your career goals is not easy you have to be willing to go the extra mile to stand out and do hard things better than anybody else but there are 10 steps I want to take you through that will 100x your efficiency so you can crush your goals and get back more time into your day you'll not only get control of your time you'll learn how to use that momentum to take on your next big goal to help you do this I've created a list of the 10 most impactful things that any High achiever needs to dominate and you can download it for free by clicking the link in today's description alright my friend back to today's episode before we add a confounding variable of biological age I want to make sure that I'm understanding what you guys are looking for well so we've got there there's an impossible amount of complexity here yes so are there really billions of species of bacteria so there are billions of species but in terms of the number of Pathways or number of metabolites are much more finite okay usable thing is what metabolite is being kicked off so I'm not worried so much about what bacteria you have but I worry a lot about what metabolites are being produced right okay that's super helpful right so now how many metabolites are we talking about 10 000. thousands okay but not tens of them okay so we've got thousands of metabolites that are being kicked off yes now those thousands of metabolites will you've already answered yes to this but I have a feeling that I'm not fully understanding what you're saying will those metabolites impact everybody's um epigenetic expression the same way or will those metabolites be good or bad based on my current epigenetic expression then you see genetic versus epigenetic I want to be very sure so answer is yes because epigenetics is changing your expression yeah that's why I want to stick to epigenetics the actual expression in this moment so actual expression in this movement is what really matters your DNA which is your original genes not don't matter as much right and the reason I don't say don't matter as much is remember the same alphabet can produce lot of different things like in our body every single part of our body from hair to everything is produced by the identical DNA right but we can make an eye out of it we can make a nail out of it we can make a hair out of it right so let's focus what is epigenetic text let me just Define clearly so your genes are there which I think more you and I even though we look so different and you're 10 times smarter than I am with the same almost 99.8 same DNA what really matters is in terms of tiny difference but how epigenetically the things are being expressed right so epigenetic means Epi means over genetics right so in a sense in your genes you could have methylation which slows down the expression of that particular gene or acetylation that actually increases the expression of that Gene just by changing the expression of certain genes and under expression of certain genes the same DNA can produce my hair or it can become eyes skin lung kidney heart whatever it is right now once it is expressed it is called RNA so you have DNA then you have epigenetic then you have RNA right so RNA tells you what is being expressed and we are analyzing your RNA specifically mRNA and the non-coding RNA right can I ask you a question about RNA and DNA so I was looking this up yeah I don't understand RNA well yet so is the process I know I'm oversimplifying it but if this is directionally correct that'll really help me understand yeah so is RNA red so you're reading the DNA yes and the reader is asking what is currently being expressed of these genes and then it Crea because RNA looks exactly like DNA but half so like it's been at least as it's shown on YouTube it looks exactly like DNA but cut in half and what does acgu instead of ACG yeah so right and what is really happening is it's control epigenetics what is it okay because it is made it unzips the DNA yes it looks like a top and a bottom so you're looking at the codons right so you know you look at codons codons like every three there is a start and and there is a quota right so that literally tells you take this stuff and express it right so depending on what control signals are there which is methylation or acetylation it says make more of the script or make less of these scripts right make more and less or make don't make what is make more or less really yeah so it's still going to make some yep interesting yes it's not like methylation doesn't stop completely if you're highly methylated it'll completely stop it right but a slight methylation will still produce it's not like yes no it's not just on off I thought it was on off no no it's actually more like a dimmer okay right very interesting and so having that dimmer is what allows you to have much more possibilities right so that's the reason when you have methylation clock it's not like oh my God is this on or off it's a methylation clock allows you to see how much of it is on or how much of it's off how much is dimmed and how much so then I hate derailing us from because I still don't understand RNA yeah but yeah so the Horvath clock yes which is checking methylation that's biological checking the dimmer yes not on off yes so are you looking for dimmer amount on certain genes that's what they're doing all genes so we look at everything so we're not even looking at the dimmer we are looking at post dimmer what is being expressed right so we don't need well I'm talking about sorry one step at a time but just the Horvath clock because you mentioned your biological age yeah so I'm going to come there in a second here so the way we measure biological age is very different then yeah density uh the methylation clock the hormones really oh you guys have a totally different way so here's how we do it right because there they're looking at one single source of Truth which is how much your human genes are methylated or not methylated just human genes and the ignoring the 99 of the other stuff which is on whole microbiome right in your mouth in your gut everywhere completely ignoring it now right so what we do is very different so when we say this term is your biological age what we do is we say look we have now collected 600 trillion nucleotides 600 trillion nucleotides from over I really wish I knew what a nucleotide was so RNA basically cgt base okay right so each base pair is a nucleotides right so once we have those base pairs now we are saying is okay they're coming from these half a million people half a million samples right now we say okay everyone we know what their biomarker looks like so we create let's assume some type of a algorithm that says this is Tom's biomarker based on his saliva blood and stool and then now we have created the biomarkers for every single age so people who are 18 years old 19 years old 20 years or 21 and now we have whole number of biomarkers for every single age so we snapshot of what all the nucleotides look like if you're 63 if you're 50 if you're 47 exactly 21. now you come along and we say oh we just analyzed all your biomarkers you look like just like this guy wow that's really interesting if nucleotides actually matter for anything what point is this convince me that they do because I know nothing basically so look at them saying this is your all the genes that are expressing your body they're letter pairs but we're not looking just so we're looking at letter pairs of the RNA RNA okay so we're back to you you're gonna have to help my slow Minds grasp here's let me try to explain it and then tell me where my understanding breaks you're going to be tempted to just go back to zero no no no tell me where my understanding breaks offered use to create RNA yes you begin with a strand of DNA that's correct then there is a thing I don't know what that thing is yes there's a thing that cuts it yes literally separates like a zipper top and bottom of the deleting it actually just keep going sorry say it again it's reading it reading it but it's separating them yes well except the separation part happened actually it's called four yeah so it's basically creates an RNA from a single strand creates two rnas single strength so that's what is it true yes the top and the bottom well it's these water is it is because it's like it's oh God this is where at the edge of my understanding it's like uh what did they call it Prime five yes and Prime three yeah so they will go backwards so they go back this way and this way okay yeah so I got yeah only sort of understand this but it is unzipping them yes so now I have the two harness pairs but they are separated yes and now those are RNA no so they are actually just a single stranded DNA still yeah right the RNA gets created when they start reading it and you say all right this is one this is one this what so like you see this is beginning and end this is one nucleotide one not nucleotide it would say one codon one codon okay and this basically starts saying now this makes one protein or one metabolites right so literally start producing among amino acids so remember every one of them produces every codon produces an amino amino acids right so some number of codons will produce some so when I'm Gene when when I am making the RNA whatever I am yes I am reading the DNA yes which is methylated so I know what's active and not active dimmer switch so when do I remove things because I'm like this codon is not active so this is no so they only when it's reading now see this is too deep a sign so I am not I can imagine if you don't understand fine I'm perfectly happy to get to the edge of your understanding all right this is now this is where our chief science officer don't give me the things from my understanding again I'm not a scientist here right is to say okay these set of codons will produce this amino acids and now we essentially are able to the way we do is we look at all the so your clock says this amino acid profile or these looks like this for this age looks like so we don't look at amino acid we're looking at but you're looking at the things that create the amino acid that's correct and since the only thing that matters is what they create by proxy by process at least we are looking at the amino acid but what we're doing is really looking at the transcripts of everything so we're looking at every transcript we call them mRNA transcripts right so we're looking at all these but transcription is just turning DNA into transcripts with transcription is turning DNA into on it and what's turned is transcript the transcripts are they what grab the amino acids yes they make the amino acids okay so so this is my understanding stops here so these are the transcripts we are reading then we basically look at the network graph if these transcripts are over expressed these transcripts are under expressed what metabolite is going to be produced based on these transcripts right what would Steve Horvath say why his method is better but if you had to be super generous and steel man has already no so I would simply say is look there is no ground truth so in a sense when someone says this is better or worse or same or not is what are we comparing against so in a sense like we all know what a chronological age is hopefully we all do right the biological age is a concept we all can determine but no one can see this is the ground truth but the reason you think yours is better is it's more holistic it's more holistic and it has lots more people so whole earth clock is based on thousands of people this is based on hundreds of thousands of people and I'm not even suggesting that when it's a better better compared to what right you can relatively how do you know who is active there is no ground throat to saying the whole lives longer but that'll ultimately be it look it's gonna take time I get it but let's assume even is to live longer live longer than what somebody like if the Horvath clock says oh you're 20 years younger take an Actuarial Table yeah so you're supposed to live to 78 looking at a statistical average so it's again you're back give me something but if your Horvath clock tells me that I'm 20 years younger and then I lived 20 years past the statistical age we'll call that pretty good no but not really I would say it would be what are you using then if you think my logic is flawed what do you use so if something the logic of all of us are essentially saying it hey we know are you relatively younger or older than your chronology yeah but I'm ultimately all I care about is if the Horvath clock tells me to eat more onions and you tell me to eat less onions then I need to know who's right who's right and that point what our part I'm trying to make is that from our perspective we look at the stuff and saying okay let's assume we were supposed to Live 105 yeah right and let's assume you're 20 years younger and you die at 95. yeah have you lived your full life or you become your biological classes all or you actually were supposed to only live to be 95 right so pointy just because you were 20 years younger but died at 95. but you couldn't get 205 that means biological cops are going to do a really complex problem but let's solve it so what you're thinking through just to say it in other words is we don't know what the human life expectancy is in general and forget the generalities what is your max potential we don't know that so the Horvath clock or any biological clock is simply giving you how much under your biological age you are but I have no idea how long and that's that is what I'm trying to say is it's basically statistically we are saying you're you're similar to the person who is of this age looking at very large population and it doesn't mean from a functional standpoint from functional perspective okay that is what so you perform like somebody of this age but who the hell knows how long you're going to live that's right do you think that's going to be a totally different clock so if poorvath and your clock can we give your clock a name is it the volume clock biological clock all right Divine biological clock um if that is telling us performance yes do you think there will be a totally different clock that's going to tell us uh average human expectancy times x so 1.1 1.2 like because that's the clock I care about that's and and the point you have is to the different companies are looking at very different things so for example the inflammation clock right so the people say hey all it matters to you is how well your immune system is acting because that's what determines how old you are so meaning the clock seems like a weird choice of words there Gage well they call that information for inflammation clock I agree that's a weird it's a weird name but it's basically score is it a clock or is this a gauge it's in school right call it it's gauge school okay so your inflammation is core in their mind is the only thing that matters because that determines how long you want to live because end of the day if your body is highly inflamed to some extent inflammation chronic inflammation is bad right no doubt about it but that's not alone some people say the only thing that matters your cognitive health so if I can figure out your cognitive Health score that's your biological clock yeah some people say well it's your heart health if I can figure out how well your heart is working that's your biological plot some people say well what matters is how well you breathe so I'm going to look at your lung clock and tell you if that is what it is that's how I'm going to tell you how old you're going to do it and it probably will break out to those things if your brain health isn't there do you really care if your heart gives out do you care that you're a better life but this stuff directionally is very interesting at least today your saliva your stool your blood and looking at those three samples rather than just one sample trying to get as close to the holistic bio age as possible well let's abstract it back out what is your what's the thing that you Naveen Jane really care about is I care about function and duration so I care about not just one thing so what we do is we say okay you do this test I'm going to give you your biological age that's one signal not the only signal we give you your immune Health score to now you're saying hey look at your immune health is doing good but not as good there is what do you guys look at on that immune looking at overreaction under reaction but no actually looking at all of your cytokines right so remember the immune system is consist of all these interleukins all these cytokines so we're looking at the things that are anti-inflammatory how are they being expressed the things that are over inflammatory how are they being in uh Express so the more inflammatory signal we are getting that means higher the inflammation it is in your body right so we're looking at all of that stuff then we look at things like your heart health you guys are looking at inflammation already yeah so it's called immune Health score in the blood in the blood when you actually count we'll be talking to all the interleukins and transcripts how many of them there are is it just how many I just don't know that's interesting we're looking at hunts this we know we get about 10 000 different types of scripts in the blood all right so we're looking at all those scripts and then we are also there is scripts what do you mean transcripts and now we're looking at your for example cognitive Health score so the separate score is called brain and cognitive housing score either of the blood or do you have people take it the school blood and saliva but those three tell you cognitive performance so we're looking at approximation as much as we get by looking at your Gaba production your serotonin production so we're looking at all the things that we know today affect your cognitive performance right so it's a proxy for a cognitive health so say hey what is your vitamin D level what's your Gaba production what's your serotonin production and we see over here are 10 other things that improve or decline your cognitive performance we're looking at proxy of those right similarly we are looking at the things on this heart health what are the things that signal whether your heart health is good or bad so we are looking at the things that would cause the heart health to be poor such as your LDL production right so we're looking at all the different things that will produce the thing that will in proxy Define your heart health right similarly we're looking at the things that would define your gut health so we're not looking the things that different parts of your body and these are all different signals including your biological age but we're saying is look this is our approximation of where you are relative to all the people we have analyzed so you really may be 63 for example me but I'm biologically fall as if I'm 50 that means my biomarkers match with other people who are 50 and that changes so if I do a test a year from now and if I'm not really taking care of my health that may move up to 55 how far do you think you can push that can you be 95 and perform like you're 50. you know time will tell we have seen people what 20-25 years younger in their biological age and chronological age right do you know who Brian Johnson is I know of him yes he's coming back on the show I think so he claims God I don't want to put words in his mouth that he's got the biggest gap between or no sorry the biggest reversal of age in the shortest amount of time I think that's accurate if you don't know what he measured himself against him again you know in some sense there is really no good I mean there's no ground truth I mean how do you measure you're proud of the fact that you're 63 and measure out of it but that's based on our measures right and what I'm saying is that I my biomarkers are similar to other people who are age 50 whatever that means so let's say that that's the gold standard yeah if that was a golden standard that means my physical performance and mental performance is similar to the people who are 50 years old but doesn't mean I'm 50 years old I'm still 63. yeah but I'm trying to figure that I get but assuming that you kept those buyer I I what I want to know very succinctly do you think and I know you're guessing do you think that we can hold our biomarker static even as our physical age I have seen it in the last two and a half three years we've been measuring the biological age I've done lost six tests and then I know when I actually go off Off Script eating the stuff that I shouldn't be eating and I literally go on a vacation eating all kinds of junk and when I do a test my biological age moved up now how fast can you move it up and down I have not tested I mean four to six months even I test and I've seen that a quite a bit difference like five seven year difference whoa yeah is this like um A1C where I can check like the your last few months you have on average been a 55 year old so if I look at my biological age or look by the way so we show you the longitudinal data of as you test so I can see here with my gut health here's what happened and as I'm doing this I've done like 10 or 12 tests where am I going so is it getting better it's getting worse so every single thing you can start to measure for yourself because you know the ground truth I have you behaving yourself or you're not we don't know that right okay this is really interesting so I check my glucose I I wear I don't know maybe four months out of the year I wear a continuous glucose monitor amazing I love doing it but we built that into the system already as AI tell me more so what we did is we actually put a CGM are you partnered with somebody or you guys make your own so what we did we don't have to partner anymore how do you get the glucose data so we basically built the AI model so what we did is we took 11 I'm just hold it for a second 1100 people put a continuous glucose monitor fed them 70 000 different types of food and then looked at the microbial activity yeah and said if we see this being produced by microbes because we know that's going to change the glucose response can we build a AI that will predict which is what your continuous glucose monitor is showing can we predict by looking at the gut microbial activity and we published that paper with 87 accuracy over what period of time the glucose changes so rapidly well it no it only changes from what foods you eat it's not unpredictable so if you have my glucose will fluctuate by 70 points within an hour no no but for now see for the same food yes what do you mean seven no no no no let's say I eat a bowl of ice cream it's going to spike hard and then two hours later it's back to normal so we're looking at a post-parent deal exactly what it spikes to me and now you eat ice cream again tomorrow yes would it Spike the same or would it be different definitively not the same same if we had no other food just that correct that come on no no no you know better than that no no so what we do is actually the difference in the intrinsically is about 13 or so I don't know what you mean by that so basically so here's here's what I'm saying if I exercise my ass off yes and then eat ice cream it'll be very different than if I don't absolutely exercise and I eat ice cream that's a huge difference if I don't sleep well that so if I sleep well exercise eat ice cream very different then don't sleep well don't exercise it is completely agree with you so why are you telling some in the metabolites of my oh no so what we're doing is we're saying is he we took 1100 people right and we say keep doing what you're doing so don't go out and change your behavior no but pointy and we bought the food for them so we didn't say that hey go eat what you you say here is a food for you to eat okay right don't change your habits so don't go work out four hours today and then tomorrow you don't right right so we were trying to essentially normalize this stuff right I get it so maybe I'm misunderstanding what you guys are trying to do so basically what we were able to do was now we can predict based on your gut microbial activity I'm going to come back from the oral side in a second yeah based on that we were able to predict that when you eat carrot you're gonna have higher glucose response what's it say for banana or for example or uh are you just trying to come up with a um like a glucose response per food per food okay yes not on any individual actually for each individual for each individual okay so it's it's n of one and of one it's okay so I have to run through this same battery of foods to get my own no no so what we do is now that we built the model we can see based on now that we so remember reverse so we see this is what's happening in your gut microbial activity if you were to eat carrot we know what is going to do right so we know this question what to do okay so what I what my metabolites I kick off what meta blacks you kick off so we know this is your code so if you don't know how my body is going to respond right because there's so many variables so let's so here's what we're saying those variables change what you metabolize what your microbial activities are so you know when you exercise a lot your microbial activity changes yep so we have now seen that when people exercise their gut microbial activity changes right so we know now based on the gut microbial activity think of this your code that's a self-modifiable code if we know what this code is going to do we can see if this input happens what the output will be okay right so we know this is we can analyze this this is constants whether it's a carrot or almonds or so let me see if I understand this correctly if I give you my microbial output yes you can tell me a banana is going to affect you this way this way very interesting now where do you guys see that going so what happens to now so here so now we are able to predict to say he don't eat banana but it's okay for you to eat almonds or don't eat almonds which are going to cause more Spike than you normally normally people say almonds should not be high glycemic response we can say for you Tom almonds are really high glucose response don't eat almonds but you can eat banana okay so having listened to as many interviews with you as I have I know that your that this stuff changes very rapidly and that one day you're predicting that the toilet will just give you this information so you will make a deposit and then the toilet is going to be like hey eat almonds today after 3 P.M but make sure that you do your normal 75 push-ups uh well but we don't really so in a sense as long as we know what they are expressing because all these things you do whether it's exercise or sleep all of those are changing the what you're expressing so the reason you feel bad or feel good is something is being expressed differently how rapidly does it change glucose is by the mineral so glucose is not by the minute if you no no no no no no so let's assume you don't agree with that no so I'm just for not for the same food if you don't change anything else right understand so my point is no so let's assume you don't eat you today right now if you say okay I have no I eat the same oatmeal four hours later and I have not done any workout or I have I normally do 30 minutes of workout after I do variables held today including in metabolite production metabolic production we can measure so you don't need so we say Hey you work out we know what the what they are doing because that's the code we can analyze yeah right now once we know what they're going to do we see this input you give us we can tell you what the output is going to be right and that is our glycemic response model what we did very recently is we said hey can we how much of information can we just get from one input like saliva because we were thinking that this requires you to do three things split in a tube Touch of a stool and a finger prick of your blood and we're thinking can we get 60 70 of the information just with your saliva so we said okay now that we have 000 people that have given us all three samples right and now we are able to actually understand what is the ground truth based on all three things can we now build the AI model to predict what is going to happen for the glucose response just from saliva even though there is no research ever done so we say we know from his tool to glucose response can we build the model from saliva to stool in proxy for this glucose response and we did that okay how how close is that 84 wow just for my saliva so for my saliva would you be able to tell me hey today based on your saliva bananas are going to have this response wow 84 84 percent it's amazing uh what what do you think what's the error on is it like a wild miss or is it like as you mentioned each person there is a variant in each person even if you forget the other people so just you alone there is going to be 15 16 variation just inside you that's it yes for the same food with all the variable being the same so is your prediction and I get that this is a complete guess I just want to make sure I'm tracking your logic is your prediction that uh at 16. yeah I eat this thing and it has this response regardless of what I'm exercising doing all that at 47 years old I eat the same thing I'm going to be within 16ish no no you because no because your activities are completely changed now so if you remember you as you are aging and your whole Lifestyle the place you go to the People You Meet how much of time you're spending in the nature how much of the things you know other things environmental do you need the real-time response to get me within 84 that's right that means you need to be able to do a test so we can analyze what's your microbial activities are which are different from when you were 16 and versus you're 47. yeah so maybe I asked the question poorly but that says to me is that the 84 represents the difference between what's actually happening and what you can guess from the saliva that's good so okay so you're making these inferences but it's a these are good approximately 16 ish here that we just have no idea we can't tell and we don't know why it's causing that because we believe that at least in our belief the human body itself has that variability for other factors that we don't know what they are yet still incredibly interesting how do you think that with a big enough data set that you can Crush that gap down it will continue to get closer and closer to get to 100 we need to be able to write the human body that means we know exactly what's happening and we can create a human body because we know everything that happens in the human body and when we get to that point we start to play God right yeah well that's interesting play God for a second so where what are the gaps what would we need to understand the truth a term is we don't know what we don't know yet we don't know it's not maybe saying hey we know these things we just need to do them now we don't even know what we don't know it is human body is so complex every single day if you're learning something new and we say wow we didn't know that like for example NAD how many times people have said you want to live long take NAD or NR or nmn research came out last month that says NAD and NR actually causes onset and a progression of cancer meta size or cancer only in some people or in everyone in some people right and now we need to understand what is it that's going on that's causing that we don't know that this is why I'm so paranoid about supplements right so honesty God that's the reason I tell people don't put anything in your body unless you have analyzed it right so what we do is slightly different again I'm not suggesting that we got 100 of it right so what we do is we say hey having analyzed your saliva having analyzed your blood having analyzed your stool we don't think you should be taking vitamin B3 because your uric acid production is too high and we know this niacin vitamin B3 is going to create more uric acid and it's going to end up turning into gold or your bile acid production is very high right now if you take curcumin which everyone tells you is really healthy is going to actually increase more bile acid convert into more biles bile salt is going to cause more inflammation not less inflammation but you do need we see this pathway is not very active for you you do need about 22 milligram of CoQ10 you need 70 milligram of lycopene you need about 50 milligram of blueberries at the blueberry extract right so we literally go through all the food extract vitamins minerals herbs digestive enzymes peptides probiotics and prebiotics and literally so you need 22 milligram of this 18 milligram of the 79 milligram of that and we literally say this is for Tom we built the whole robotic machine now that literally say this compound this is being produced for Tom here are the things you need go to bin number three get 22 milligram go to bin number 22 get 18 milligram go to bin number 27 and get a 95 milligram create the powder Shake It Up put them in a capsule and send them after you and that's literally what it is every single month we make it custom make it for you right same thing here based on my updated based on your updated test right now we test every you know six months four to six months it gets updated as things are changing our goal gets updated your supplements what you need or what you don't need right so causing they stay good for four to six months but what would be ideal what I exist every day if I two to four months you don't body doesn't adapt that quickly so three to four months will be absolute I mean if you want to be an absolute optimal three to four months but six months is good I mean you know it's not like they expire somehow that your body is completely different now you expire right interesting that's the one thing that and I don't know enough so I could be totally wrong but it feels like the body changes a lot faster like if you track the microbiome you can see from day to day that there's pretty big swings so here is what we saw we actually have a published peer-reviewed paper we took people to say again this is a caveat we told them not to change the way you live and we say keep eating whatever you normally would be eating and every month just the way what you have been doing and we analyzed their poop every single day for 30 30 days and then we actually put them things together and we see we know exactly which people come from who that means it didn't change significantly yeah in terms of what if you tell people not to change I don't know how much that affects it but have you looked at what the relationship is for people four to six months on like what percentage is the average person 96 percent the same every six months or is there massive variation if you change so let's assume we say hey here are the foods that are really bad for you don't eat them and here are the food that are super food for you eat these and we tell you why so we say here are the foods you really need to eat and here is why don't eat these foods and here is why for you not for someone else for you what's happening if you follow all that what is up my friend Tom bilyu here and I have a big question to ask you how would you rate your level of personal discipline on a scale of one to ten if your answer is anything less than a ten I've got something cool for you and let me tell you right now discipline by its very nature means compelling yourself to do difficult things that are stressful boring which is what kills most people or possibly scary or even painful now here is the thing achieving huge goals and stretching to reach your potential requires you to do those challenging stressful things and to stick with them even when it gets boring and it will get boring building your levels of personal discipline is not easy but let me tell you it pays off in fact I will tell you you're never going to achieve anything meaningful unless you develop discipline all right I've just released a class from Impact Theory university called how to build Ironclad discipline that teaches you the process of building yourself up in this area so that you can push yourself to do the hard things that greatness is going to require of you right click the link on the screen register for this class right now and let's get to work I will see you inside this Workshop from Impact Theory University until then my friends be legendary peace out what happens is now suddenly the input is changing this activity changes so it doesn't need your microbiome is changing your microbial functions are changing because now you're giving them a different things to metabolize right so that changes to a functional activity is changing and we have seen the people who change their microbial activity change quite a bit if you don't change anything so let's assume we tell you to do this and take this supplement this providing is it not going to do it and you go back and analyze six months later and if you more or less stayed the same you're probably your activities would be more or less the same if you started working out they probably will be different if you start spending more time in nature it will be different so if you start yeah of course because remember every time you are in nature you are inhaling you're constantly being bombarded by the microbiome right when you go past the cow dung you smell bad what is that you're certainly inhaling all that stuff right so that's how your aromatic sensors say oh that smells like [ __ ] will that make its way to the actual gut well it starts to make it to your body right and then when you're smelling through your mouth it's starting to go the microbes of course by the way each when you and I are probably breathing billions of microbes every time just when you're breathing in and out yes crazy so if you could have a microscope here you'll be seeing I don't I don't think I want that yeah you get my point but every food you eat is full of microbes right whether you eat animal food or you eat the plant food you literally are essentially getting a whole bunch of microbes what's your Take On Me eating versus non-mediating plants so again when people have this fundamental idea that if you are vegan or plant food you are healthy without realizing almost all the poison actually does come from plant so just because you eat plant food doesn't mean you're actually eating out poison that humans have put on it or the actual plants poison ivy right I mean a whole bunch of poison actually comes a lot of drugs come from plants right so at the point is just because you think is plant doesn't mean it necessarily good for you and again idea is but if I were going to eat the optimal plants versus the optimal Meats yeah so I would say it depends on again so here's what happens meat the red let's start the red meat because everyone thinks is bad and you and I probably know lots of people who eat red meat and potatoes and live to be 100 years old and lived healthy right what is it so the me red meat contains when it goes into your gut your microbes change that into something called TMA trimethylamine and that gets absorbed into the blood and your liver turns them into tmao trimethylamine oxide which is what causes the uh you know heart disease or plaque in the arteries so if you TMA score is low you can eat red meat because it's not going to impact much versus your TMA is high you know if you eat more red meat you're going to produce a lot of TMA which is going to produce more trimethylamine oxide that's going to cause more heart disease for you is that at an epigenetic level or is there a genetic marker that you can look for so this is microbial marker remember so this is what microbes produce that take the meat and produce dma interesting so depending on how I have cultivated my microbiome either can or can eat meat or can eat lot or little interesting so do we know what the magic cocktail like I like red meat the most yeah so what cocktail of microbiota do I need to be able to eat that if we were to analyze today we can tell you what your TMA production looks like yeah but you should also be able to tell me what I can eat to migrate my microbiome to one that's friendly yeah so that is actually a really really good question can you actually precisely adjust to see I want to eat this food can you make you might make my microbiome compatible with this yes please so theoretically the answer is yes that practically we don't know yet right but theoretically there is no doubt what's going to be the solve for that is it AI it is AI and the data and understood well it's more than nature of this ecosystem it is so complex that when we change one thing we believe that's the only thing we are changing yeah but can't you really just look at the data on this one this feels like if I if I give you a large enough data set and I think you're over the next five years I mean people I think people are going to keep pouring into this so let's say you have 500 000 now let's say that you have 500 million in five years it's absolutely so if we have 500 million data points yes could we not start going okay people with this snapshot of their microbiome they have less heart disease whatever yep that we absolutely can when you have that larger data set you can solve very very complex problems right and today we are seeing we're getting closer and closer but we are nowhere near understanding the human body complexity and it just requires a lot more data yeah but couldn't we get away with just correlation on this you can't accept that the problem is if you have let's assume 10 000 species capable of producing uh hundreds of millions of types of potential interaction remember if every microbe has see thousand genes that can express at any point it's only expressing 100 of them right so do you think that there is a microbiome type like are we gonna with enough data will we get a snapshot that says there's 52 types of microbiome ah there's like of course like the nitty-gritty is wildly different but like for instance because I play in the world of nfts you create these collections of ten thousand but the ten thousand like they still it's pretty easy to tell one collection from another so wouldn't it be I I'm gonna hypothesize that with enough data what we're going to realize is there's some finite number that is not crazy let's call it 52 for because I think that's probably going to be relatively and you say okay these the people that live to 120 they all have uh this pattern not just a microbiome but like the three snapshots or whatever they all look like this pattern and if you eat roughly these 416 things and exercise in this amount or whatever then you're gonna get that pattern and now we can check it and see yep your your markers all line up with the people who live to understand what we see is really interesting is even the people who are healthy right just like that we talked the example of the rainforest right so you can have two people who are healthy can have completely different set of organism because they all producing similar types of things that keep us healthy so it's not organisms what do you mean because metabolites are all we care about so uh you see when you see these microbiome microbiome is not metabolite microbiome is the organisms right but do we care about the organisms that's my point so when you mention they say can we come up with a set of or my you know these microbiome and I'm saying microbiome functions yes so can we come up with a microbiome functions that they are performing and can they come up with some some subset of them whether it's 52 or you know 500 some smaller numbers finite numbers and we see if the people who live to be healthy 95. by the way we there is a study done there so they took the people who were in 90s and they were healthy versus people who were 90s and not healthy what they found was the people who are in 90s and healthy their gut microbial activities are very similar to the people who are 30 or 40 right so wow yes so that means they maintain the microbial activity to be healthy and that's why they tend to live longer and that's just only one function they analyze now obviously they didn't in this particular study they didn't look at the stuff and say what is their immune system doing what is their oral microbe doing right but in this thing they did look at the gut microbiome and showed the people who live healthy to be in 90s had a microbiome to be much younger person the activities okay so there's a lot that we can learn from these snapshots talk to me about what you guys are learning about through I assume data sets and AI that you're able to start making predictions around cancers I know you guys are going to be releasing or have released being able to spit into the tube what's the relationship at this point is it just a data relationship we know that people with this oral microbiome tend to have this kind of cancer or is there actually something so we actually so here is what we did and then I can explain what happened right so this is what we did we said he people who have stage one cancer in the mouth or in their throat their human genes are expressed like this and microbial genes are expressed like this and then we took enough data to see here I think we can now predict if you have a cancer not potential to have a cancer you actually have a stage one cancer stage two cancer stage three cancer and then we say okay if this is the model can we look at completely unseen samples run this model against them so we say all right we're going to take 120 samples don't tell us which one of these samples have cancer or which ones don't we're going to run our AI model and we're going to see here are the samples we found to have cancer or stage one cancer stage two cancer stage three cancer and we found these samples not to have a cancer and when we did that what we showed was we were able to be specificity of 95 ah damn right we can see this were right so that means 95 out of 100 we say these people have a cancer and 90 sensitivity when we say these people did not there was 10 charge they could have had it right so we were able to not take the data went to FDA FDA gave us a breakthrough device designation how long did that take you guys so let's think about ear and breakthrough device designation has two meanings under the FDA nothing like this exist that's why it's a breakthrough if some task like this exists they would say just go through the regular approval right and this thing what you're doing would save people's lives right so they say this thing is a complete breakthrough so you can Market this as cancer detection if we do it right now so you can go to our website it's called cancer this is your biggest line of business this is the recently launched task which we think could be a map that's just the beginning by the way so we started with the thing you spit in it you are you marketing this yes like this is so insane I'm like am I understanding this correctly so people that have cancer you can detect 95 accuracy people that don't have cancer you're 90 accurate cancer in the mouth so far just want to be very clear that's amazing but we are now going down the tube we're not looking at the esophageal cancer stomach cancer colorectal cancer pancreatic cancer lung cancer liver cancer and then we're looking at other diseases Tom IBD today IBD which is intestinal bowel disease inflammatory bowel disease I'm sorry inflammatory bowel disease so people are Crone or colitis people have them and they pain they don't know what is going on we are able to now build a model that we're going to be launching in the next three to four months to be able to predict within almost 97 98 efficiency that you have a crown or colitis or you don't have IBD wow and where are you guys at on the uh can you speak to where you're at on the cancer on those I know you're not approved yet but those two this cancer in the mouth and throat is already done as a laboratory colorectal colorectal cancer to me is coming we have in fact the data being collected what is more interesting is not colorectal cancer actually to me what will be the real game changer would be calling polyps because colon polyps just that you have them eight to ten years before they become cancerous right so if we can predict we have colon polyps then we can say go to the column get the colonoscopy and get them removed because they'll never have a cancer then so to us the Breakthrough is going to be to detect colon polyps and we literally are collecting all the data so when you go to colonoscopy we get your samples saliva blood stool and then we get the physician report did you have colon polyps do you have a colon cancer what is it are you spending most of your time on the medical side of this or the AI side so some are both you personally so I spend most of my time trying to find these breakthroughs but remember none of that can happen until you have this massive amount of data so what happens is our business which is our Wellness business allows you to stay healthy in turn we get all of this data people who have depression what their biomarkers look like people who have anxiety what is their biomarker look yeah so what I'm trying to figure out from your when you as I'm listening to you say this I'm like please stop focusing on the medical stuff just collect as much data as you can by your team focusing on the medical stuff but figuring out the AI component of this feels like the huge breakthrough this is crazy that you can detect cancer in saliva yes and in fact not only that we are able to see that how the human gene expression changing when micro expressions are changing because that's what causes the cancer so in fact what is really interesting Tom and Mark should we talked about last time or not they are able to now look at all the solid tumors in every single tumor they looked at there's a unique microbiome inside the tumor of the Cat every Cancer that you think will show up in the blood that will show up in the blood right so imagine what is that the interesting question is what is that microbiome doing inside the tumor and one of the interesting thing is at least the research is showing that these tumor are displaying these microbial peptides on top of the surface of the tumor and it occurs to me why would a organism like cancer who wants to survive want to display to the immune system come and kill me unless these microbial peptides are declaring themselves as self protecting the tumor against the immune system and saying hey we're all good here we are friends here don't worry about us so wait how does that work why why did you first think that it would be a signal to come kill me because anytime there is a foreign agent on anything something for an immune system wants to attack that foreign thing yeah so why would a tumor display a microbe that's supposed to be foreign putting up on the surface inviting the immune system to attack it unless they believed that substance is telling the immune system that we are part of you part of self so do you think they're misunderstanding that what microbes are essentially part some of these microbes are part of ourselves that's the reason the immune system doesn't attack them right and some of these microbes have now learned which by the way which is autoimmune disease when your microbes are starting to produce the amino acid that may match with your say for example your protein in your joint guess what happened immune system things is attacking the microbial metabolite ends up attacking your own joint and that's an autoimmune disease now right because there is no reason for immune system to attack our own body yeah I'm missing something on the cancer uh take us back to the 101. so cancer displays things on the surface that's what we're seeing so we don't know the mechanism I'm just saying is that it's my hypothesis what does it put on the cell so it is producing the stuff from the microbiome that's microbiome is producing or the cell of the microbiome that it is on the surface of the tumor that's what we see right now and your question is okay cancer you're you're putting something on the surface of your cell that the immune system is going to recognize this foreign and it's going to come it's not recognizing as foreign and that's the reason the immune system is not killing the tumor and so reason must be there got to be something that is something about displaying the microbiome on the surface of the cell or some of them all as well yeah all is well otherwise the immune system should be killing that cancer let me restate your hypothesis to make sure I understand it correctly yeah the immune system is very used to seeing microbes because that's we've co-evolved from mitochondria to what's in your mouth what's in your gut all of that but in the blood it's a different story anyway let me finish your hypothesis so the body is very used to seeing that the cancer cell is putting it on the surface of itself you think it's doing that as a way to say hey we're just another micro ball as well the body also kills the [ __ ] out of microbes if defined if the particular micro pathogens it makes yeah so how what is it about the microbiome on a cancer cell that looks like so what we so there is the reason why our immune system is not attacking our microbes in our gut what is it that it's doing because at least our understanding of the way immune system works is when the baby is born the microbiome in the gut starts to actually create I forget the gland what is the gland that produces the T cells and B cells uh it start to actually locate translocate to the things so it says hey now we understand who you are and we're not going to produce the antibodies against you so that macrophages can attack you right so it starts to say okay we understand this is no different than our human tissue right and once it gets cleaned then that's the reasons even though 70 of our immune system is along our gut lining it's not attacking our gut constantly right and we don't know a lot of these mechanism storms I wish I could tell you hey we know exactly what is causing cancer we know exactly how to solve it the answer is we don't I'm just telling you what is a current understanding what is my hypothesis again hypothesis doesn't mean the fact it needs to be validated so scientifically all that means is We Believe something that may scientifically turn out to be right or wrong and then if it is right then it becomes a theory if it is wrong it goes out the window right so currently the hypothesis is not even a theory yeah okay very interesting so by the way that's why it's called impact Theory or you know how Theory the theory means when you start to make a hypothesis and then you prove that hypothesis is true then it becomes a theory that it seems true so far yes how about that that's true so far exactly yes okay so going back to cancer I know your dad died of cancer and that's a big reason why you started doing this um one so your dad died of pancreatic cancer you were just saying that you think that you'll be able to detect pancreatic cancer how oh so it's actually very interesting that research clearly shows at least there was a NYU Professor who showed that pancreatic cancer is caused by a gut microbiome going through the bile duct look retranslocating into pancreas and actually turning uh making the tumor or at least helping the tumor grow and this particular professor in injected the antibiotics directly into the tumor in the mice and that killed the microbes and immune system killed the cancer so something happens in magically when they put the antibiotics what did it do other than curling the bacteria that caused the immune system to kill that tumor that means that's where the hypothesis comes what are these microbes protecting the tumor because immune system wasn't attacking until they killed the microbes I think we have to talk about phages now yeah so uh describe to people what phages are because there's a very interesting relationship between phages and bacteria absolutely so let's just find the microbiome for a second then I'm going to come back to the features so microbiome most people think it's just about bacteria microbiome is micro means small bio means life the organs right so the life is small life they can be bacteria they can be viruses and viruses can be by the way normal viruses or RNA viruses which are basically don't have any DNA they're just RNA viruses so they can't be detected any other way unless you analyze RNA right and then there are viruses that are called fridges and then there are obviously the fungi and the part of the fungi is mold right so that's this viruses and phages synonyms same thing so phages are a type of viruses that only infect bacteria okay right so the face the phages are in nature they're 10 times more phages than bacteria right and every spoon of soil you take the trillions of these organisms right these deadly viruses that kill like 95 of all life on Earth which I didn't realize until I started so these fridges actually impact only in fact bacteria and change the function of the bacteria so they can only kill bacteria which is why they don't kill humans kill see that's I think they don't kill bacteria in fact the bacteria and change the functions remember now they've injected their genetics inside the bacteria right and that doesn't have bacteria just replicate the phages so it replaces and then ultimately it's not just creating fridges it's creating the bacterial functions changing and it becomes symbiosis sometimes so if you also know at least in from what we have seen the phages change the behavior of the bacteria in terms of the functions they provide that's all I can tell you with certainty right okay so phage so here was why I was bringing this up now one of the things that I came across and again I'm at the very early stages of really understanding phages and bacteria but one of the things that I came across was that you have this really interesting inverse relationship between antibiotics and phages so because phages and antibiotics are sorry phages and um bacteria are in this constant evolutionary arms race where the bacteria is evolving to avoid death by phage phages are evolving to make sure that they can take over the bacteria in this arms race the phage can only work against either sorry the bacteria can only battle off the phage or the antibiotics but not both so it has to choose an evolutionary path of protect myself from the phage or protect myself from the antibiotics if it protects itself from the phage it will the antibiotics will now be able to kill it because I was researching superbugs so by like 20 50 or something superbugs may be the leading cause of death which is crazy that's only 30 years from now so less so if that ends up being true we have to come up with this countermeasure the counter measure is phages so let me it's just one more thing concept I think that might become very clear so the way the bacteria deals with phages it created a mechanism called crispr and I'm assuming you know it's the crispr that we use to modify our DNA actually came from bacteria so what bacteria does is once it sees a particular type of a phage it remembers the sequence of that phage in genetic code I know some of them don't technically have genes but like that sequence atcg yeah or would it BECU or ACG T depending on what is the RNA virus or a normal virus right phage I don't know the phage can actually be the RNA phase or not I don't know that sure but so let's assume their DNA features for the time being when it comes and in fact the bacteria bacteria remembers the sequence of acgt and then next time it sees it cuts it so that no longer can replicate anymore right so the replication of the virus fridge is completely stops we learned that mechanism of how to recognize the sequence and cut it in this see what we use now all of the companies like a Crispers and stuff that you may have heard is to modify the human DNA the things can we find a particular mutation in the human DNA that causes these genetic diseases still so insane to me these causes the genetic diseases of this sequence and tell our DNA hey this is the sequence to cut and use the same mechanism that finds the sequence in the bacteria is called crispr cas9 and cas9 is the guide that tells you where to cut right and the crispr does the cutting right so anyway point I want to make is that we learned from bacteria a mechanism that it uses to save itself from Pages antibiotics are primarily designed to attack not primarily is they only designed to attack bacteria and not viruses so antibiotics the problem is even when we have a viral things whether it's a flu or cold we take antibiotics it can't do anything with the virus it's designed to kill bacteria and the more we take antibiotics it's like throwing a nuclear bomb inside it kills everything good bad ugly everything is gone and now your whole gut microbiome is gone your oral microbiome is gone and you're toasted right and now you have to restart again right so now the idea is can we actually detect that when we are taking antibiotics don't take it over use it when we do overuse it what happens is these bacteria start to know how to defend itself against this particular antibiotics so you have to keep evolving new types of antibiotics and the problem that's happening is the companies are no longer developing a new antibodies because the shelf life is so small they can't make enough money so they stop producing new antibiotics because the bacteria find a way around itself eventually find a way around it then antibodies doesn't work and nobody wants to spend multi-billion dollar developing a new antibiotics that may have a short shelf life right so they're saying is wait a sec it's no reason to develop whole bunch of new types of antibiotics and if you keep taking the current antibiotics that bacteria evolve to actually defend hand or not be attacked by these antibiotics and that's what creates these super bugs what do you think about that what what's the solution solution is very simple cut down the use of antibiotics cut down the use of over sanitization so constantly using the plural on our hand and I saw someone who is really paranoid uh does it all the time guess what it's evolving these bugs to actually save itself learn how to not get killed right so the more you do sanitization the worst over a long time it gets but is that really so that seems like a completely ineffective solution it's one of those it would work if people would do it people aren't going to do it especially not as we come out of covid uh and by the way if we and all everything we do to kill the gut microbiome is the problematic right so food that we are eating is you know pesticides what is pesticides are supposed to do kill these organisms when we eat the food with pesticide what does it do kill your microbiome right so and now what happens is now your super bucks are being evolved to survive against that you know uh attack so does this seem like are you really pessimistic about the avoidance of superbugs no well I'm pessimistic is that what humans actually start to take care of themselves before we start to lose our human species right so in a sense would we start to grow more organic food where we are able to use the microbiome of the soil itself because remember the microbiome wants to survive it will fight the pathogens it will fight the bad stuff if you really start to create the diversity in the soil so growing multiple different types of food putting in more and more stuff which is organic so cow dung all that stuff what is carved basically full of microbes right and that's literally how we used to grow food that made the soil rich it made the microbiome fought off all the pathogens and we actually had a good tasty food actually and really good organic food so I think we all have to go back to how we grow food and you know start to grow the way it was supposed to grow and I'm not against like you know hey don't evolve I'm not one of the Unabomber that you know all Innovation is bad Innovation is good but they're not all innovation so how do we deal with bad Innovation and let's put it in the context of AI so literally 2022 is the year if people want to plan to flag it's the year that it went from deceptive to disruptive where now it's I'm watching debates on Twitter where people are saying yeah like literally abolish this there was I saw a guy today it made me laugh uh where he's an attorney yeah and somebody put a video of GPT writing a contract yeah somebody just put a prompt and he was like you contact Congress make this illegal I thought he was kidding but he's actually being serious so how do we deal with this level really good introduction I think one of your person here just before I came on he typed in give me an intro for Naveen Jen and it literally typed the intro that you could read yeah right it's good but the problem is very very early stage in fact if you ask it a question it doesn't know the answer to it makes up the answer based on the fact it's like a brain dot right you see I know this I know this and now let me make up this answer right it doesn't know to say Tom I think you're going beyond our my knowledge right now I don't know the answer to this it actually makes up the answer but someday could we create you know general purpose AI or AGR right that is going to be uh very very difficult at least for the next five to ten years so we are nowhere to forget forget AGI for a second and just go so literally I think this week Elon Musk released fully autonomous self-driving cars this is 95 of people don't even realize we've released this yet yeah and by the way it is not just remember man Elon Musk has what he sees and the truth sometimes make limit diverge a bit right it's a fully automatic car is someone you can actually sit on a back seat and let the car drive itself in all situations and we all know what has happened right I mean will it improve over time yes today it gets confused between a a pedestrian or a for example or a somebody could have a cut out of a person it doesn't know the difference you and I can look at the stuff and say that's a cut out that car may not know the difference right so the point is there are a lot of real world situations where you and I until we have all the cars that are following the same rules if we have humans and this car interacting you and I when we're on a force stop sign we try to move a little bit and see if other person is really and he said all right you go ahead right if you have a human and this car he doesn't know the dance that dance to play Ai and AI can play the dance if all cars suddenly were using exactly the same software they can negotiate against each other in that particular situation but it can't negotiate against the humans because humans are not following the same rules they cross the thing in front of you it doesn't accept it all I can tell you is my wife has a Tesla and we took it on a you know fully automatic and driving and having fun and a Truck literally decided to take that come into our lane and the car refused I'm on the leftmost lane to go into the shoulder it would not do because that's illegal thing to do and I'm seeing this truck literally pressing against me and I took over and moved to the shoulder to let him go if I did not that car would have been totaled and I would have been totaled right because it doesn't it's not going to do something illegal to go onto the shoulder but how far away do you think it is before because like I'll give you the one that in our world is crazy as art yeah it has come out of nowhere we've already released our that uses AI it's insane insanely good but those are small problems to solve it is a very tough problems to solve on a Tesla car that has never driven in a village in a town it won't know what to do because it doesn't mapped it yet so this seems like what you're saying is the innovations that really matter they're not being disrupted by AI yet but if you project forward this is going to be a problem what I'm trying to tease out is what you think about Innovation how do we control it not control it I think this is so I think this idea that somehow AI is going to become the Terminator and it's going to kill humans that is a far-fetched you know that somebody actually created a company called Skynet yeah well it's actually called Skynet yeah but that's crazy why would you do that point is it's far-fetched idea because when we humans are building AI people have this idea somehow it's going to become sentients and say I don't care can become sentient but you've already used it to detect cancer but it's very different oral and throat yeah yes but but I mean that's very different in a sense that that's very very specific thing that we know what to do right but it's going to grow by day but that's my point when used becomes general purpose which is essentially any situation it can deal with right to become a Terminator it has to see I'm no longer need to follow the rules that I have written for because I am my own person it's like your father saying Tom I don't think you should do that it's a dad yeah I hear you but don't really care do you think the government should regulate AI no absolutely not at all no not at all why not but what we should the government should regulate is a bad behavior not the person right so in a sense should government there should be regulations what you can do with it right but not the so think about it should government regulate hammer because you can use Hammer to kill someone should government regulate cars because more people are killed by the car accident than even for example even gunned right right so should we see if we need to regulate cars because more people are killed by car than gun by guns right so Point number we do regulate cars in terms of they have to be street legal technology you can't no you can't drive cars because when you drive cars people get killed so we need to make cars illegal I'm just asking about regulation not least so my point is in some sense my belief is that we need to actually control when someone does a bad behavior not the thing that does the bad behavior right so in a sense you can use anything to do bad behavior and what do we do in a law we don't say let's ban humans we see let's burn the behavior of you hurting someone so we ban the use of AI to do the bad thing we don't you ban the AI so we don't regulate human beings we don't say hey we are going to regulate you Tom or you Naveen we're going to say we are going to regulate if Tom were to go out in the neighbor's house and do Acts that is what we could regulate so you don't see any problem marching towards AGI I don't see the problem because AGI first of all by the time we get there we will put all the things in place that we need to put in place to be able to actually stop it from going uh terminate it's very optimistic well it will I mean think about it we can put the thing that says there is a kill switch and if you put a kill switch you can just turn on the kill switch well now we're getting into but what if it's conscious and now so my point is now you're saying is he what it says I'm not going to follow but at the end of the day it requires the power unless it starts to generate its own power so that means now you have to say could you have a AI driven robot that will have its own power it does not need anything from anyone have you seen that the GPT will lie to you about like oh GPT would you ever get so smart and you know not let me know no I would never do that this makes up the things my point I'm going to make is that currently the GPT if it asks him a question it doesn't know the answer to in fact we ask a bunch of questions it just makes up the answer do you know the difference between this this and this and it says uh yeah this means this this means this this means this it's not gonna do the reality right so if you just type in the stuff that it doesn't know the answer to it will make up the answer because it knows something about it yeah it's very interesting the guy I forget his name that does open AI yeah Sam Altman Sam Altman thank you was saying that you know people ask if we're censoring it he's like we're not trying to censor it but we are trying to make sure that it doesn't make [ __ ] up that's what it does right now it's right now but you're making a a judgment still when you do that it's very complex but I think you know as I said AI in itself can be used for a lot of good in this world what do you think is the next big breakthrough in Ai and cancer actually Ein cancer detection in my humble opinion is going to get solved in the next decade we are already getting closer and closer I mean forget just one for a second here if you look at companies like you know Grail or bunch of other companies like free gnome and whole a bunch of other companies that are rail and Grill and free gnome right so there are a bunch of cancer detection company Grail is able to detect about I think 10 or 15 or maybe more types of cancer through blood Through Blood okay right however some of the sensitivity is low today specificity is very high so that means with 99 if you have a cancer at 99 chance it can but when it says you don't in many cases it is a coin toss sensitivity is 50 interesting so they're only good at telling you that you do yeah and but it doesn't it's these days you don't have a cancer there's a 50 chance you do a 50 chance you don't right and that how could that be true mathematically so fifty percent of the time I do have it but that if the do have is whatever 90 yeah how can the the the Zone be 50 so in a sense that in a sense if you see so wait of the five percent remaining 50 do and don't is that what no so the way it says is that with a high certainty it can detect if you have it yeah right and it has a different sensitivity for stage one stage two stage three stage four right so obviously it's very good stage three and four and not as good as stage one and two right and the sensitivity is he how many times it will miss out the cancer that you may have it right so in there it's not very good and but what I'm point I'm trying to make is forget I'm not trying to talk about them is that over time this problem will get solved that means AI because a very finite set of biomarkers that are there when you have a cancer so you should be able to detect them over time it will become close to 100 accurate where you'll be able to detect early stage cancer now the question really comes down to is then what right then the next thing problem is what do we do about it so let's assume I say you have early sign of cancer in your mouth now what do I do the dot somebody has to do something on it not do I do is would immunotherapy work because it's Advanced enough do we have to see his find where it is and do the surgery and remove it right those techniques will get better and better for us to be able to personalize the treatment for your tumor your cancer and the location of that would he will be able to actually make specific thing for your immune system to go out after that so we can take the biomarkers and say hey I'm going to take your immune system modify it outside inject it back in so it will go in now Target that particular tumor right so I think the cancer to me I'm very very hopeful and you know this was my hope when my dad died that one day we'll be able to cure this problem and I believe we are getting closer and closer to this thing right the fact we are able to detect early stage cancer so the fact other companies are able to do that I really believe within a decade we'll be able to solve the problem of the cancer from the human body and I really think in the next decade we as Humanity would wipe out the cancer from the human body if you had to guess what what is causing the cancer I know there's no well so all answer that if you say that there's no way to know then I'll give you my no I didn't know where to know when we know that in some sense cells are constantly dividing our body is constantly dividing cells our skin every part of our organ I mean our epithelial cells is being constantly being rejuvenated every part of our body is constantly creating the cells right and to large extent uh you know this these Mis the the DNA gets mutated and every time that happens our immune system basically cells and the signal and say hey something went wrong please come and kill me immune system right right and that works really well over time as we age and now that lot of things happen we start to have leaky gut we started leaky gum you microbiome is no longer targeting well so the targeting of the microbi you know targeting of our immune system is no longer as good and it's now when there is a error it doesn't get detected right away and now that error starts to work together and now we have a tissue that's growing that is no longer heart tissue and that's what we call cancer right and then so this is the problem is immune system actually not being able to detect it and allow it to grow otherwise immune there is no reason and that's the reason why young people rarely have cancer because your immune system is extremely good at targeting it and killing it as we start to age for many many reasons because we have constant stress in our body stress causes our immune system to actually not function properly right right so I think maybe if I can just diverge for a second here I you know been looking at what causes people to die or live longer what is that longevity that you know we all want to live long especially I would argue that we all want to live healthy long right so it's not we want to live to be 200 years in the last 150 years we just want to be on wheelchair but nobody wants that right what we are saying is we really want a good health span and is that how to spend can increase the lifespan that's awesome but what we don't want to do is to live our last 20 30 40 Years of our life in completely in a vegetable state right we don't know number of ones that is right so if you want to live healthy in my opinion there are five pillars just like a Maslow's hierarchy this bottom most the basic Foundation is a proper nutrition if you don't have a proper nutrition or proper fuel into the body you can have a Ferrari if you don't put the right fuel it is not going to drive well right so that's the number one thing you have to solve is get the good fuel in the body that's right for you right so that's where we come in today is to say hey guys eat these food don't eat these food right take these supplements don't take this supplement that's the nutrition part once that is done you go to the next layer which is stress reduction what happens what causes stress and why does the even human body have this stress mechanism well when we evolve the only time when we had stress was when tiger was chasing us at that time when your body is under stress it goes to fight or flight response what happens in fight-or-flight response it shuts down all the non-essential system number one your digestive system it doesn't care your food is being digested or not because you're about to be at lunch for someone else right now so it shuts down your digestive system it shuts down your immune system it says you don't need to worry about it right now and more often than not the two outcomes you got eaten by a tiger or you survived and if you survived your stress went down and you were back to normal and you could live now in our modern lifestyle we are constantly under stress a lot of people go to work you and I probably don't fall into that we love what we do I mean just like you I get up at 4am in the morning and I jump out of the bed because we we love what we do a lot of the people unfortunately go to work and their boss stresses them out they go home their spouse stresses them out and you know I both know that right we are so fortunate to have a spouse that supports you right I mean you have an amazing loving relationship with Lisa right point is that is awesome if you have a conscious stress what's happening you're always in a fight-or-flight response not digesting the food your immune system is not working you constantly get sick you're always exhausted what did we learn so we say culturally and religiously we say hey before you eat let's do the Gratitude let's do the prayer what was the purpose to bring you back from a sympathetic mode into the parasympathetic mode so you're no longer in the fight-or-flight response when you do the Gratitude you automatically move out of the fight of flight response into the back to normal so you can digest your food your immune system and that's the reason we we do the prayer we do the Gratitude and we eat our food say about it can die just right the third part of the layer is exercise your body has to move it needs to exercise helps the body actually stay in Balance right it changes your gut microbiome it changes the hormones your body produces endorphins or others right it produces endorphins it produces dopamine it produces serotonin and now we have these herbs if you don't move and you are living a sedative life it doesn't do that and I'm not suggesting that we become a you know gym rat what it turns out is really need about 30 minutes of a good exercise that increases your heart rate that's about it you can do a high intensity training you can even go for a fast walk for 30 minutes and that is considered to be really good exercise right that is third the number four is actually sleep and it's this misnomer that you need to sleep eight hours it's actually the quality of sleep matters as much as the quantity of sleep that means how much of REM sleep are you getting how much of a deep sleep you're getting and I don't know about you I mean I measure myself through all kinds of mechanisms right from Aura ring to my Apple watch to I have a pad under my mattress that match me and I'm able to now even in five hours or six hours I can get almost close to two hours of REM sleep and two hours of deep sleep when you get that I feel really fresh I don't need eight hours and some we need four five hours six hours well I can't get if if I get five I can do it one night otherwise it's gotta be a little bit but do you tell me what you get your damn sleep and deep sleep I'm not I haven't tracked my sleep in a while you should do that I really think you will find and you will learn what behavior of you cause is that I can tell you for me every time I don't get about two hours to three hours before I actually sleep and eating it actually disrupts my sleep so I actually tend to eat early by six o'clock and go to bed by nine all right so I get three hours of no food so allows me to digest my food before I go anytime I drink even half a glass of wine it disrupts my sleep every time I have some type of thing that bugging me I just don't get that that's what kills myself so stress anxiety and you know this again I'm not going to tell you what to do I can tell you what works for me I have basically developed this mindset that says universe is my friend everything that's happening to me is for my good and there are only two types of things in this world the things that are in my control and the things that are out of my control if the things that are out of my control I simply say is it is what it is and it will be what will be and I am at peace with that if things are in my control I know I am doing the best I possibly can and it is what it is and it will be what will be and even though the things happen that look maybe oh my God I can't believe more often than not a decade from now if you look back at they're saying huh it was the best thing that I could ever happen to me so people in the moment describe the event as good or bad that changes their mindset that changes their action simply by putting a label to an event is good or bad we all When We Were Young you broke up with a girl and you thought that was the worst thing that could have happened to you and sometime two years from then sometime 10 years you look back and say what a nightmare you avoided that one right point is the event in itself is neither good or bad because you don't know until later about it or even if it is bad the lessons you learned could be the what changes you what you become and if you fall in love with who you are today then every single thing that happened before you you would not want to change one iota offer thing that happened to you good or bad because that's what made you who you are today so if you fall in love with yourself today then everything that happened to you was the best benefit to you it was what made you who you are today right so coming back to it so that's the you know Sleep part and the last part is really important which is finding a purpose there is a tremendous amount of research that shows people who live in life of purpose tend to live 8 to 10 years longer than the people who don't have a purpose so find what you're willing to die for and live for it find a purpose where you are jumping out of the bed every morning for what you do and any morning when you don't jump out of the bed that's the day to quit what you're doing because that's no longer your calling right and you know the way I Define for myself is I see you know this idea of you have to have a passion for what you do you know I always say passion is for hobbies the true calling comes from having that Obsession not Obsession for a thing not Obsession for a person but Obsession to solve the problem that you care about and once you develop that Obsession to solve that problem you spend your life jumping out of the bad wanting to yourself problem I love it man where can people follow you as you solve this very complex problem what you can find me on ym.com that's viome.com and you can find me in my social media Instagram you can go to naveenjen.com and by the way Tom I want to tell you that I you know in the last recording to date even today I got an email from saying I saw you on Tom bill you podcast right I love it so I'm going to do the same thing I did last time if any one of you want to reach out to me just send me an email that's naveen.jan gmail.com and you will get to me I read all my emails right and I did that last time by the way I still get emails and I just always I will respond to every single email because to me if I am here and if I believe I'm here to serve people you need to be able to be actually be found I love it yeah awesome all right everybody if you haven't already be sure to subscribe and until next time my friends be legendary take care peace if you want the keys to living longer be sure to check out this episode with Dr Stephen gundry the lining of the gut is only one self thick and they're all kind of held together with what are called tight junctions a locked arm and arm like a game we played Red Rover Red Rover that kids don't play anymore so the bacteria