Metabolic series, part one. Read a carbohydrate as an event inside a particular body on a particular day, and most of the public argument about sugar stops making sense.
Ask whether fructose is bad for you and you get two confident answers, both quoting real studies. When one molecule produces opposite verdicts from people arguing in good faith, the disagreement is usually not about the molecule.
I have watched the same sugar do two different jobs inside my own body. One version sits in a can on a still afternoon at a desk. The other came out of a foil sachet, torn open with hands that had stopped cooperating, four hours into a race at Cascais last October. Six carbons either way, and what happened next had almost nothing to do with the sugar and almost everything to do with what my liver was holding at the time.
This is an educational and strategic perspective, not personal medical advice. The views are the author's own and not statements by Atlas Cove Lda.
Nothing on the packet can decide this
Most food advice rests on an assumption rarely stated, because stating it would expose it: the quality of a carbohydrate is a property of the food. Sort a food once, into the approved column or the forbidden one, and the verdict travels with it forever, for every eater, at any hour. Convenient, and followable without measuring anything. It is also why two people on opposite regimes will each tell you, with total conviction, that theirs was the one that worked. The argument on this page is more forgiving than that, and considerably more work to apply.
The eating patterns with genuinely good population data behind them, the Mediterranean and the Nordic among them, have earned their reputation. None was built to answer a question this small: what happens to one carbohydrate, in one liver, on one particular Tuesday. Holding that against them is unfair and looks in the wrong place.
The answer sits a level underneath the food. How much glycogen the liver is holding. What the muscles are drawing. Whether intake has run over or under expenditure for the past week. How much the gut wall can physically move before the remainder continues down the tube. Not one of those is visible from outside, and no ingredient list carries them. Which is why a rule built on the food alone works beautifully until it meets an actual person.
My irritation belongs in here, so I will leave it in. Advice organised around one named villain sells because it shrinks a complicated situation down to something you either buy or stop buying, and I have done that myself, more than once. Dropping one item feels like having acted, and it is free, which is roughly the whole business model. That pattern is not specific to sugar, and it is a large part of why personal health advice is built the way it is.
Where glucose and fructose part company
Glucose and fructose are isomers. Identical formula, C6H12O6, and the family resemblance ends at about that point.
They go separate ways at the gut wall. Glucose crosses on SGLT1, a high capacity, sodium dependent carrier that pulls it uphill, against its own concentration gradient rather than down it. Fructose has GLUT5 and little else. That carrier lets it drift down its gradient rather than against it, and saturates at a much lower delivery rate.
That single difference explains a great deal of what gets called fructose intolerance. Fructose malabsorption is the more accurate name. Anything GLUT5 cannot shift fast enough stays in the lumen, water follows it in, and the bacteria downstream get a meal. Plumbing, and a normal transporter working at its normal ceiling. Nobody's metabolism is broken.
Whatever does cross meets a second fork. Glucose goes everywhere and gets used wherever it is wanted, taken up by muscle, brain and fat under insulin signalling and according to how much energy each tissue already holds. Only something in the region of 20 to 30 percent of an oral load stays behind in the liver (Wolfe, 1998).
Fructose behaves differently, and this is the part I had wrong for years. In my head the gut was a corridor and everything interesting happened afterwards. At modest doses it is no corridor. A good share of a small fructose dose never reaches the liver as fructose, because the intestine converts it into glucose and organic acids first, which puts a first pass buffer in front of the liver at everyday intakes (Jang et al., 2018).
That work was done in mice, and on a reference page this matters more than it does in an essay. A mouse liver is not a human liver, the doses were controlled in a way nobody's breakfast is, and the paper cannot hand you a human threshold. What it establishes is that the buffer exists and saturates, which is the part the argument rests on. Anyone quoting an exact gram figure for where human first pass metabolism gives out is quoting something nobody measured.
Push the dose higher and more gets past, first to the liver and then, beyond a further threshold, into the colon. Which makes dose the interesting variable and the molecule the dull one. A pear is not a litre of syrup, whatever the ingredient list says they have in common.
The enzyme with no brake fitted
Fructose reaching the hepatocyte enters through fructokinase, also called ketohexokinase, and this one step is why fructose gets a discussion of its own at all.
Before glucose carbon can travel far down glycolysis it has to clear phosphofructokinase-1, an allosterically regulated enzyme whose activity falls away when the cell is already well supplied. A real brake. The liver can refuse the next step, and it uses that ability.
Fructokinase has no equivalent step to clear. Phosphorylation to fructose-1-phosphate proceeds at a rate that mostly reflects how much fructose showed up (Tappy and Lê, 2010), aldolase B cleaves that product into triose phosphates, and the resulting trioses enter the pathway underneath the regulated step. Nothing toxic is happening here. Throttling is what gets lost, along with a short local cost in ATP, because phosphate goes out faster than it is regenerated.
The first time I read that properly I sat up. An input line with nothing regulating it. Engineering training teaches you to hunt for the limiting element in any system, and here nobody fitted one. Holding that beside the other half of the picture took me longer, and the other half is that none of it is pathological. This is metabolism doing the job it has always done.
Those trioses have three plausible endings. They can be stored as liver glycogen, burned straight away, or converted slowly into fatty acids. Nothing about the molecule chooses between them. The state of the liver chooses, and that sentence carries the whole article.
The setup that turns carbohydrate into fat
De novo lipogenesis means building fatty acids from scratch out of carbohydrate carbon, and it gets discussed as though it were a fault. It is a normal, well regulated pathway mammals depend on. Under one particular combination of conditions it does become a plausible source of harm, and eating fructose does not on its own produce that combination. Worth keeping the two apart, because one is a real risk and the other is only a mood.
Hold total intake level with expenditure and the proportion of fructose carbon that finishes as newly made fat stays modest. Stack fructose on top of an intake that was already adequate, for days at a stretch, and hepatic de novo lipogenesis climbs a long way while insulin sensitivity falls measurably. Trouble belongs to that state (Faeh et al., 2005; Stanhope et al., 2009).
Those trials deserve describing honestly, because they carry most of the weight in this argument. Both are controlled overfeeding studies in small groups, designed to load the pathway until it becomes visible. Faeh and colleagues worked with healthy men only, over days rather than months, so the result says nothing directly about women, about older people, or about anyone whose regulation is already disturbed. Stanhope and colleagues ran a longer beverage trial in a selected adult population, the sugar delivered as a drink rather than inside food. Isocaloric, the word these designs turn on, means holding total energy constant while changing what supplies it.
A design like that shows very well what a liver does under load. It cannot describe an ordinary week in an ordinary person, and that gap sits further from the data than I would like. Ignoring it is how a mechanism paper turns into a headline.
The machinery is indifferent to which sugar delivered the carbon and simply reads how much carbohydrate is around. When the glycogen store is already close to full and trioses keep turning up, the signalling that raises lipogenic enzyme activity comes on, malonyl-CoA accumulates, fat oxidation is suppressed at the very moment synthesis is encouraged, and the new lipid leaves the liver packaged as triglyceride in very low density lipoprotein. That export route is part of why fasting triglycerides rise in these trials, and part of why liver fat rises with them.
Four conditions have to coincide, and in real life they travel as a group. A liver glycogen store that almost never gets emptied, because there is little movement in the day and food comes often. An intake sitting slightly above expenditure for weeks, not hours. A fructose intake genuinely large in total, arriving in big single servings. And too little physical work for any of what turns up to be needed.
Read that list back and it becomes obvious why removing the fruit while the surplus and the chair stay exactly where they were achieves so little. Three of the four are untouched.
How much room the liver has left
Almost nobody arguing about sugar in public mentions hepatic glycogen, and it belongs in the argument, because the size of that store and the direction of energy balance do most of the deciding. The term means the storage form of glucose held in the liver, a branched chain of glucose units the body builds up and takes apart as needed.
An adult liver holds roughly 80 to 120 g of it, and the store never sits still. It empties overnight and during any fast, gets spent keeping blood glucose steady between meals, and drains faster under work, at a rate depending heavily on intensity and on how well trained the person is (Achten and Jeukendrup, 2004). What matters about a buffer is never its nominal capacity. It is how full it happens to be when something arrives.
That trained and untrained difference is also why a single laboratory number does not decide a long race. What a body burns, and how easily it switches fuels, is a separate property from any ceiling on a treadmill.
You do not need a race entry for any of this to apply to you. Walking more, and not carrying a quiet surplus around for weeks, moves glycogen turnover and energy balance, the same two dials a training week moves. The mechanism never asks about your training history.
The same gram, read twice
The comparison a food focused view cannot make is the one that settles the argument. Two people eat an identical quantity of fructose on the same day. The molecule is identical. The three things deciding its fate are not.
Someone who trains several times a week
State of the liver's glycogen store. Turned over repeatedly, so it is often part empty and has room for what arrives.
Current oxidative demand. Real and recurring. There is a reason to burn what came in.
Where the trioses end up. Pulled toward glycogen synthesis and toward oxidation, because storage space and demand both exist.
Someone largely sedentary, in a small daily surplus
State of the liver's glycogen store. Rarely drawn down, so it sits close to full when the sugar lands.
Current oxidative demand. Baseline only, with intake running a little over expenditure for weeks.
Where the trioses end up. They arrive somewhere with no room and no call on them, and lipogenesis is what remains.
One sugar, two destinations. About as clean a demonstration as this field offers that the molecule never owned the outcome in the first place.
Why a sports drink uses two sugars
That sachet at Cascais was one of many. Roughly 100 g of carbohydrate an hour went in across most of that day, much arriving as a blend of the two sugars.
The blend is not in there for flavour. Multiple transportable carbohydrates is the technical name, and the trick works because of the fork described earlier. Fructose crossing the enterocyte via GLUT5 is not competing with glucose crossing via SGLT1, so each sugar queues at its own door. Supply both at once (Jeukendrup, 2014; Currell and Jeukendrup, 2008) and absorption rises past the limit glucose alone imposes, which is how exogenous oxidation can approach 90 g an hour. Exogenous means what you ate during the effort, as distinct from what was already stored.
That one still pleases me. A transport limit built into the wall of the gut, quietly capping what any endurance athlete can absorb, and you get around it by bringing a second molecule that carries its own key.
Nothing was left over that day for a lipogenic route to work with. Liver glycogen was going out faster than any sachet could replace it, with whole body oxidation close to its ceiling. Deliver that same quantity on a flat afternoon, to a full liver and a body with nothing to spend, and the same enzymes send it elsewhere.
This is not an athlete's exemption. Dose and demand are inseparable, and the ordinary version is that a slice of cake means one thing before a long day of movement and another before an evening in a chair.
Ask three questions before judging the food
What replaces good and bad sorting is a short sequence of questions that read the context before the food. All three can be answered approximately, from what you already notice, without anything on your wrist. Approximate is enough, and it is the same honest self reading I have argued for about what a nervous system has already spent.
How full is the liver's store at this moment? Look at how recently and how hard you trained, how long since your last meal, and whether today contained any movement or was mostly a chair. That tells you whether an incoming carbohydrate is topping up a buffer with space in it or arriving at one already full.
Does the carbohydrate match what is currently being burned? Efforts close to threshold draw heavily on glucose and go better with a mixed feed. Longer, easier work leans more on fat, where the total amount matters more than the composition. A resting body has its baseline and nothing above it, so anything beyond that gets stored or converted.
When does it arrive, relative to that demand? Carbohydrate eaten before or during work goes into a store being emptied while you eat it. Deliver it instead to a rested body whose stores are full, on top of an intake that already covered the day, and you are asking the system for something it has no use for.
None of that means avoiding fruit or putting any food on a forbidden list. It asks you to read a metabolic state honestly. Harder than obeying a rule, and a great deal more accurate.
Sources
Wolfe, R. R. (1998). Metabolic interactions between glucose and fatty acids in humans. American Journal of Clinical Nutrition, 67(3), 519S-526S. DOI: 10.1093/ajcn/67.3.519S
Jang, C., et al. (2018). The small intestine converts dietary fructose into glucose and organic acids. Cell Metabolism, 27(2), 351-361. DOI: 10.1016/j.cmet.2017.12.016
Tappy, L., & Lê, K. A. (2010). Metabolic effects of fructose and the worldwide increase in obesity. Physiological Reviews, 90(1), 23-46. DOI: 10.1152/physrev.00019.2009
Stanhope, K. L., et al. (2009). Consuming fructose-sweetened, not glucose-sweetened, beverages increases visceral adiposity and lipids and decreases insulin sensitivity in overweight/obese humans. Journal of Clinical Investigation, 119(5), 1322-1334. DOI: 10.1172/JCI37385
Faeh, D., et al. (2005). Effect of fructose overfeeding and fish oil administration on hepatic de novo lipogenesis and insulin sensitivity in healthy men. Diabetes, 54(7), 1907-1913. DOI: 10.2337/diabetes.54.7.1907
Achten, J., & Jeukendrup, A. E. (2004). Optimizing fat oxidation through exercise and diet. Nutrition, 20(7-8), 716-727. DOI: 10.1016/j.nut.2004.04.005
Currell, K., & Jeukendrup, A. E. (2008). Superior endurance performance with ingestion of multiple transportable carbohydrates. Medicine & Science in Sports & Exercise, 40(2), 275-281. DOI: 10.1249/MSS.0b013e31815adf19
Jeukendrup, A. E. (2014). A step towards personalized sports nutrition: carbohydrate intake during exercise. Sports Medicine, 44(Suppl 1), 25-33. DOI: 10.1007/s40279-014-0148-z
Common questions
Is fruit bad for you?
No, and dose is the reason. Whole fruit delivers fructose at about the quantity the small intestine can handle before much of it reaches the liver, which is the load the first pass buffer is there for.
The rest is the context question. For someone who moves, whose liver glycogen turns over and whose intake is not sitting over expenditure for weeks, fruit is not the variable worth arguing about.
Does fructose turn straight into fat?
Not straight, and not in any interesting quantity under ordinary conditions. Fructose carbon can become fatty acids through de novo lipogenesis, but the share taking that route stays modest while total intake matches expenditure.
What changes the picture is a surplus that sits for weeks, a glycogen store never drawn down, and large single doses. The overfeeding trials showing hepatic de novo lipogenesis climb were built to create exactly that state, so they are evidence about a mechanism rather than a description of your week.
Why does fruit juice upset my stomach?
Usually because GLUT5, the transporter fructose depends on at the gut wall, has a low ceiling. Send fructose across faster than that allows and the remainder stays in the lumen, water follows it in, and the bacteria downstream get to work. That is fructose malabsorption, a transporter at its normal limit rather than evidence of anything broken.
It also explains why the same person handles a piece of fruit and not a large glass of juice. What changed was the rate of delivery.
Is a glucose and fructose sports drink better than glucose alone?
For long efforts, yes, and the reason is transport rather than nutrition. The two sugars use different carriers, so feeding both lifts absorption above what glucose by itself allows, up to exogenous oxidation approaching 90 g an hour (Currell and Jeukendrup, 2008). At Cascais I was taking in roughly 100 g of carbohydrate an hour, which one sugar could not have moved across the gut wall.
On a short session it makes no practical difference, because nothing is anywhere near the transport ceiling.
Where Atlas Cove fits
The Atlas Cove week is built around the part of this that no label carries. We measure what a guest's body is actually doing before anyone has an opinion about what they should eat, because that state decides where the food goes. The method is the short account of how that reading works.
Tom Wuerden · Co-Founder
Engineer turned Ironman
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