Tuesday, November 15, 2016

Testing the Insulin Model: A Response to Dr. Ludwig

Dr. David Ludwig, MD, just lately printed a response to my critique of the carbohydrate-insulin-obesity speculation.  That is good as a result of he defends the thought in additional element than I've encountered in different written works.  In actual fact, his piece is essentially the most scientifically persuasive protection of the thought I can recall.

Earlier than we dig in, I need to emphasize that that is science, not tribal warfare.  The aim is to reach at one of the best reply, relatively than to win an argument.  I am continuing in good religion, based mostly on my perception that Ludwig and I are each severe individuals who care about science and human well being, and I hope my viewers will do the identical.  That stated, let's get to it.


Introduction: CICO vs. insulin.  Or is there a 3rd mannequin?

Just like Gary Taubes, Ludwig presents a alternative between the calories-in, calories-out mannequin (CICO) of weight problems, and the insulin mannequin.  The CICO mannequin is the concept that our physique weight is decided by voluntary choices about how a lot we eat and transfer, and to be able to management our physique weight, all we want is a bit of recommendation about what number of energy to eat and burn, and a bit of willpower.  The first defining function of this mannequin is that it assumes that meals consumption and physique fatness will not be regulated.  This mannequin appears to exist largely to make lean individuals really feel smug, because it attributes their leanness fully to smart voluntary choices and a robust character.

I feel at this level, few individuals within the analysis world imagine the CICO mannequin.  Ludwig and I each agree that it supplies a poor match for the proof.  Instead, Ludwig proposes the insulin mannequin, which states that the first reason behind weight problems is extreme insulin motion on fats cells, which in flip is induced principally by rapidly-digesting carbohydrate.  In accordance with this mannequin, an excessive amount of insulin reduces blood ranges of glucose and fatty acids (the 2 main circulating metabolic fuels), concurrently resulting in starvation, fatigue, and fats acquire.  Overeating is brought on by a form of "inside hunger".  There are different variations of the insulin mannequin, however that is the one advocated by Ludwig (and Taubes), so will probably be my focus.

However there is a third mannequin, not talked about by Ludwig or Taubes, which is the one which predominates in my area.  It acknowledges the truth that physique weight is regulated, however the regulation occurs within the mind, in response to alerts from the physique that point out its vitality standing.  Chief amongst these alerts is the hormone leptin, however many others play a job (insulin, ghrelin, glucagon, CCK, GLP-1, glucose, amino acids, and so on.).

Here's a simplified schematic overview of how the system works, from a 2012 assessment paper I wrote with my scientific mentor Mike Schwartz, titled "Regulation of meals consumption, vitality steadiness, and physique fats mass" (1).  This determine summarizes greater than a century of analysis in our area:


This is the gist of it: there are detrimental suggestions loops between the mind and fats tissue, and between the mind and the intestine.  These are what regulate physique fatness and urge for food.  The first identified suggestions sign that regulates physique fatness is leptin-- a indisputable fact that has remained scientifically unchallenged since shortly after its identification in 1994.  Insulin performs a job as properly, performing straight on the mind in a way much like leptin, though a lot much less powerfully.  As you'll be able to see, this mannequin does not resemble the CICO model-- or the insulin mannequin.

Regulation occurs principally because of the mind altering the variety of energy getting into and leaving the physique (in people, largely getting into)-- so the much-maligned calorie maintains a central position within the course of.  Regardless that energy aren't the primary hyperlink within the causal chain, they're nonetheless a important hyperlink.

Most individuals in my area additionally imagine that calorie consumption is decided each by starvation (homeostatic consuming), and elements apart from starvation (non-homeostatic consuming).  I agree with them.

So this third mannequin acknowledges the significance of regulation, the significance of unregulated elements, and the significance of energy.  Though it is extra complicated than the insulin and CICO fashions, it has the benefit of being supported by a big physique of proof.  Let's name it the leptin mannequin, for simplicity's sake.  I will not spend rather more time on it as a result of it is peripheral to this debate, however I did need to articulate it as a 3rd mannequin so we aren't limiting our decisions to 1) a CICO mannequin that's clearly improper, and a pair of) the insulin mannequin.

I am not going to do a point-by-point response to Ludwig's point-by-point response, as a result of that will be exceedingly cumbersome.  What I am going to do as a substitute is attempt to distill out a very powerful ideas, and talk about these.  Specifically, I will be specializing in key strains of proof which have the potential to support-- or falsify-- the insulin mannequin.  That is the place the rubber meets the street for speculation testing.

Is weight problems brought on by inside hunger?

In my preliminary publish, I identified that individuals with weight problems have regular or elevated ranges of blood glucose and fatty acids-- not decrease ranges because the insulin mannequin predicts (1a, 1b, 1c).  This means that 1) they don't seem to be affected by "inside hunger", 2) they don't seem to be affected by extreme insulin motion (together with on fats cells), and three) subsequently this mechanism can't clarify the well-established reality that individuals with weight problems are inclined to eat about 20 p.c extra energy than lean individuals (2, three).

Ludwig countered that "static evaluation after weight problems has developed, relatively than throughout its dynamic levels, are deceptive".  In different phrases, I used to be centered on the improper section of weight problems; we must be wanting on the weight acquire section as a substitute.  Let's suppose by means of the implications of this assertion.  It implies that inside hunger makes us overeat as we're gaining weight, however does not clarify continued overeating as soon as we attain the overweight state, or the truth that the overweight state persists after inside hunger is now not occurring.  It subsequently additionally requires the existence of two separate mechanisms that trigger overeating, one involving inside hunger and one not, and requires a hand-off between them sooner or later in time.  I am not conscious of experimental proof that helps any of this.

Let's take a better have a look at the burden acquire section, as instructed.  Is there proof that people who find themselves gaining weight have decrease glucose and fatty acid ranges than individuals who aren't?  There may be not.  I am not conscious of any proof in people or in animal fashions of diet-induced weight problems that circulating glucose or fatty acid ranges are decrease throughout lively weight acquire.  In Mike Schwartz's lab, we now have achieved numerous glucose measurements in mice and rats gaining weight quickly because of a fattening food plan, and we now have additionally measured circulating fatty acid ranges at occasions, and neither one is decreased throughout lively fats acquire (3a).

Ludwig acknowledges this lack of proof in his article, however as a substitute focuses on oblique proof that is not notably related to frequent weight problems, akin to hypothalamic lesions in rodents (As an apart, Bruce King has proven that the fattening impact of VMN lesions doesn't rely on elevated insulin ranges (Four), and John Brobeck confirmed within the 1940s that these lesions trigger voracious overeating as quickly because the anesthesia wears off, not after some interval of altered fats tissue metabolism (5).  In any case, alterations in fats tissue metabolism are the results of the mind lesion, displaying that the mind is influencing fats tissue metabolism in these experiments, not the reverse).

So in abstract, there isn't a direct proof that inside hunger happens throughout 1) weight acquire or 2) the chubby/overweight state, and there's some direct proof that it doesn't happen.  The inner hunger speculation rests fully on oblique proof that I do not discover notably pertinent.

However let's take a step again for a minute.  Are low circulating fatty acid ranges in a position to activate the mind's starvation circuits within the first place, resulting in elevated meals consumption and weight acquire?  As a result of if they don't seem to be, then it is exhausting to know how insulin (or anything) would result in overeating by decreasing fatty acid ranges.  That is testable.  To check it, we might need to scale back circulating fatty acid ranges and see if it provokes a starvation response, and ideally, weight acquire.  Happily for us, this examine has been achieved.

Hideo Makimura and colleagues just lately printed the outcomes of a 6-month randomized, placebo-controlled examine during which they used a drug referred to as acipimox to chronically scale back circulating free fatty acid ranges in individuals with weight problems (6).  The drug induced a considerable (38%) discount of free fatty acid ranges in the course of the 6-month examine.

In accordance the thought of inside hunger, the acipimox group ought to have been ravenously hungry and gained fats quickly, and vitality expenditure ought to have declined as properly.  But the researchers reported that "caloric and relative macronutrient consumption didn't change considerably between teams".  Neither group's BMI or physique composition modified considerably, nor did their vitality expenditure.  The examine was printed within the Journal of Medical Endocrinology and Metabolism, a revered journal in my area.

The mind screens quite a few alerts from the physique to measure vitality standing, and it makes use of these to set your urge for food.  Apparently, low circulating fatty acid ranges will not be one of many alerts the human mind pays consideration to when it units urge for food.  This significantly undermines the idea of inside hunger, and consequently the insulin mannequin.

In distinction, we now have robust proof that the human mind pays shut consideration to circulating ranges of leptin.  When leptin ranges are low, whether or not because of weight reduction or mutations within the leptin gene, it triggers a full-blown hunger response together with elevated starvation, elevated responsiveness to meals cues, and lowered vitality expenditure.  Bringing leptin ranges again to regular through injection terminates this hunger response, clearly demonstrating that low leptin was the principal trigger (7, eight, 9, 10, 11, 12, 13).  These outcomes do not go away a lot room for insulin or fats cell metabolism to be concerned within the physique's hunger response (besides maybe as downstream effectors of leptin).

Do excessive insulin ranges predict fats acquire?

This can be a easy prediction of the insulin mannequin, and we now have many human research with which to check it.  In my preliminary publish, I cited a scientific assessment paper that summarized the outcomes of 22 potential research analyzing this prediction (14).  Total, the literature suggests that individuals with excessive insulin ranges don't acquire extra weight or fats over time than individuals with low insulin ranges.

Ludwig countered by arguing that what issues is not insulin ranges, however insulin motion; in different phrases, how a lot of an impression the insulin truly has on cells and tissues.  Insulin motion is decided each by insulin ranges and insulin sensitivity (how properly tissues "hear" the insulin sign).  This is identical argument I've used to query the insulin mannequin, as a result of proponents typically assume that prime insulin ranges routinely indicate elevated insulin motion.  They often overlook the truth that individuals with excessive insulin are nearly invariably insulin resistant (together with their fats tissue), and that insulin motion is regular or lowered (as judged by regular or elevated blood glucose and fatty acids, and regular or elevated whole-body lipolysis charges).

In actual fact, that is exactly the rationale why insulin injections, insulin-producing tumors, and comparable non-physiological examples cited by Ludwig and Taubes are irrelevant to the query at hand.  These arguments try to attract an analogy between non-physiological insulin extra and garden-variety hyperinsulinemia-- however within the latter case, there isn't a proof that insulin motion on fats cells is definitely elevated, and a good bit of proof that it is not.

In any case, I agree with Ludwig's fundamental premise that insulin motion is what actually issues.  But if we return to the assessment paper I cited, it did not simply contemplate research that measured fasting insulin ranges.  The research measured a number of insulin-related variables, together with fasting insulin ranges, insulin sensitivity, and the insulin response to a glucose problem.  Though we may cite particular person research to assist any speculation we would like, the general literature means that none of those variables are reliably related to weight acquire.  In actual fact, I am not conscious of any insulin-related variable that's reliably related to weight or fats acquire in people, regardless of intensive analysis on this space.  Maybe we're not measuring the proper factor, or not measuring in the proper method, however that chance is nothing greater than hypothesis at this level.

Ludwig means that we must be on the lookout for the results of insulin through the weight acquire section.  That's precisely what these research have achieved, and they didn't discover that weight acquire was constantly related to a definite insulin signaling profile in any measured method.

So we have measured insulin ranges, insulin sensitivity, and the insulin response to carbohydrate.  We have measured them in people who find themselves gaining weight and individuals who aren't.  We have measured them in a number of races and ages.  And no clear sample has emerged suggesting that insulin signaling is likely to be enjoying an necessary position within the fattening course of.  Once more, it is at all times potential that we have not measured the proper variable but, or have not measured it in the proper method, however that's nothing greater than hypothesis at this level.  At the moment I discover this proof relatively troublesome to reconcile with the insulin mannequin.

Do low-glycemic diets work for fats loss?

If rapidly-digesting carbohydrate that markedly elevates insulin ranges is a significant driver of overeating and weight/fats acquire, then low-glycemic diets that scale back insulin publicity must be an efficient device for decreasing meals consumption and physique weight.  In my preliminary publish, I reviewed proof suggesting that 1) the glycemic index does not reliably predict the satiety response to frequent meals, and a pair of) low-glycemic diets are ineffective for weight management.

To the primary level, Ludwig countered that the examine I cited solely measured the satiety response over a two-hour interval, however starvation often happens later (15).  He additionally cited a assessment paper he wrote in 2002 suggesting that single-meal research have usually discovered that low-glycemic meals are extra sating than high-glycemic meals (16).  This can be a honest level, and the cited proof does assist it (though many of those research weren't managed for different variations identified to have an effect on satiety, akin to fiber content material, palatability, and calorie density).  Nonetheless, findings on this space have not been particularly constant, and in just a few instances high-glycemic meals had been truly extra sating (17, 18, 19).  I do acknowledge that the burden of the proof is in his camp on this level.

However in any case, what we actually care about is just not what occurs at a single meal, however what occurs over the lengthy haul.  That's the query my second level addresses.  We've got fairly a little bit of proof suggesting, pretty constantly, that low-glycemic diets do not work for weight reduction (20, 21, 22, 23, 24, 25, 26).

Ludwig countered that these research "endure from extreme non-compliance, limiting inferences".  In different phrases, individuals do not comply with the experimental food plan very faithfully, explaining why the diets seem ineffective.  Whereas I agree that adherence is at all times a limiting think about human trials that do not lock individuals up in a analysis ward, poor adherence does not clarify the null outcomes on this case.

For one factor, adherence is at all times an issue in human food plan trials, however they nonetheless typically report weight reduction.  This has been proven for the low-carb food plan, the Paleo food plan, the vegan food plan, the Mediterranean food plan, easy portion management, and even the embattled low-fat food plan.  A few of these are robust diets that individuals have a tough time sticking with, however they nonetheless trigger measurable weight reduction regardless of imperfect adherence.  In food plan trials, adherence charges to low-glycemic diets are much like these of different diets, so it is exhausting to know how this might clarify the shortage of efficacy.

However let's get particular.  I might like to start out with a examine that could be the purest take a look at of the speculation accessible (27).  It was carried out by Walter Willett and Frank Hu, two of Ludwig's colleagues at Harvard.

They randomized 203 wholesome girls (common BMI = 27) to certainly one of two diets: high-glycemic or low-glycemic.  Variations in glycemic index had been achieved primarily by consuming various kinds of rice which have totally different digestion speeds, so the examine was comparatively properly managed for different features of food plan like fiber, calorie density, palatability, and so on.  The general glycemic index (and glycemic load) of the diets differed by two-fold (40 vs. 79), which means a big distinction in each glucose and insulin publicity.  This huge distinction was sustained for the complete 18 months of the intervention.

There have been no important variations in starvation or calorie consumption between the 2 teams.  At two months, there was a trivial distinction in physique weight of zero.Four kg favoring the low-glycemic group, however this disappeared by the tip of the examine.  The conclusion is that enormous and sustained variations in post-meal glucose and insulin publicity haven't any significant long-term impression on starvation, meals consumption, or physique weight in girls (who had been chubby on common).

Let's contemplate one other study-- the one from Ludwig's group that I cited beforehand (28).  This 18-month randomized trial pitted a low-glycemic-load food plan in opposition to a low-fat food plan in 73 overweight younger adults.  The low-glycemic food plan was centered on complete meals like greens, beans, and fruit, on the expense of refined grains, starchy greens, fruit juice, and sweets.  The low-fat food plan was centered on low-fat grains, greens, fruits, and beans, on the expense of of added fat, sweets, and high-fat snacks.  The low-glycemic food plan was a bit decrease in carbohydrate (40% vs 55%), and each diets had been pretty excessive in protein (25%).  Neither food plan was calorie restricted.

Glycemic load differed considerably on the 2 diets, and a distinction was maintained over the 18-month examine, though it narrowed at 12 and 18 months.  This means substantial variations in glucose and insulin publicity.

So what occurred?  Starvation, calorie consumption, and participant satisfaction did not differ between teams.  Each teams misplaced weight (Four-5 kg at max), however the magnitude and trajectory of weight reduction between the 2 teams was just about an identical (see graph under).  Substantial variations in diet-related glucose and insulin publicity didn't end in detectable variations in starvation, calorie consumption, weight reduction, or weight regain.

18-month weight modifications in Ebbeling et al. Word the p-value of zero.99,
indicating that the 2 trajectories are statistically indistinguishable.
In his response to my publish, Ludwig identified that topics who had a higher insulin response to a glucose problem at baseline skilled extra weight reduction on the low-glycemic-load food plan.  That is true, however we now have to maintain the discovering in context.  The examine wasn't randomized to reply this query (in contrast to a current examine from Christopher Gardner's group; 29), so that is what's referred to as an "exploratory evaluation".  These carry much less weight than the first outcomes of a examine, that are those who I mentioned above.  Exploratory analyses can actually be informative, and there is nothing improper with conducting and publishing them, however they're higher suited to producing hypotheses than for testing hypotheses.  They usually by no means trump the first outcomes of a examine.

Essentially the most easy interpretation of the examine is that should you're a younger grownup with weight problems, decreasing the glycemic load of your food plan, and consequently your insulin publicity, has no particular potential to curtail your urge for food or enable you reduce weight.  You may as properly go on a low-fat, high-carbohydrate, high-glycemic food plan.  That is in step with the outcomes of the earlier examine I mentioned, and the remainder of the literature as a complete.

It stays potential that low-glycemic diets are useful for a subset of individuals, however present proof suggests they don't seem to be very efficient as a normal technique for managing urge for food and weight-- counter to what the insulin mannequin predicts.

Conclusion

In abstract, a number of key predictions of the insulin mannequin will not be supported by the proof, explaining why this mannequin does not get a lot traction in my area.  There may be primarily no direct proof that the proposed mechanism happens throughout or after regular weight acquire, a good quantity of direct proof that it does not, and the arguments in favor of it are based mostly on oblique proof whose relevance to frequent weight problems is commonly questionable.

I thank Dr. Ludwig for the chance to make clear my ideas on this, and I want him luck in his ongoing analysis.

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