Tag Archives: energy expenditure

Nutrient timing, Op. 101

There is no longer a debate on the value of protein supplements for exercisers.  Now I’d like to make the case for protein timing, or more specifically the value of pre-workout protein supplementation.

Cribb and Hayes (2006) examined the two extremes of protein consumption: immediately before and after working out (“PRE-POST”) vs. 8 hours before and 8 hours after working out (early morning and late evening; “MOR-EVE”).  Each protein shake contained 40 grams protein, 43 grams glucose, and 7 grams creatine.  The subjects were recreational weight lifters, an interesting choice in terms of data interpretation.  I.e., novices are expected to see much greater gains from beginning a new exercise program than experienced exercisers.  Thus, any difference between the groups is expected to be greater.  For example: compare the difference between 5 and 10 to that of 1 and 2.  The relative difference (2x) is the same in both cases, but the absolute difference between 5 and 10 is significantly greater and thus easier to detect.  This stacked the odds against seeing a difference between treatments.  The advantage is that experienced lifters know how to do a high intensity workout, and the results are applicable to people who already exercise.

Notes on the wonders of energy balance:
The protein shakes added ~272 kcal to their total food intake, which caused them to eat less during the rest of the day.  Interestingly, food intake declined by 74 kcal in the PRE-POST group and over twice as much (172 kcal) in MOR-EVE.  Food intake declined in MOR-EVE because the extra calories were just floating around in the bloodstream and thus available to register lots of “excess energy” to the brain.  But the increase in muscle was 2x greater in PRE-POST than MOR-EVE; thus, the extra calories in PRE-POST were immediately invested in laying down new lean mass and therefore weren’t around to signal “excess energy” to the brain.

energy in energy out is bollocks

How the “energy in” is handled is critically important.  With regard to an energy excess, dessert before bedtime is stored as fat but the same amount of calories from protein before exercise are invested into muscle.

A calorie isn’t a calorie because body composition matters.

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adipose, horcrux of metabolism

You wanna burn fat?  ATGL (Adipocyte Triacylglycerol Lipase) is your man.  ATGL is responsible for breaking down fat, a necessary precondition for fat burning.  Mice lacking ATGL accumulate tons of fat: 20x more in the heart, 10x more in testis, 3x more in skeletal muscles, 2x more in the GI tract, etc., etc.  Not surprisingly, they’re overweight.

Part 1.  The importance of the ability to un-store fat: appetite, body composition, and insulin.

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the bang for your exercise bucks

Exercise causes weight loss when it’s accompanied by diet…  but then again, so does art lessons.  a continuation of “Exercise alone won’t cut it

Effect of an energy-restrictive diet, with or without exercise, on lean tissue mass, resting metabolic rate, cardiovascular risk factors, and bone in overweight postmenopausal women (Svendsen et al., 1993)

Svendsen divided postmenopausal women in their mid-fifties into three groups for 12 weeks: 1) diet; 2) diet + exercise; and 3) none of the above (a weight-maintenance control, kudos!).  Dieters went from eating 1800 to 1000 kcal/d of a high protein low fat diet.  The exercise consisted of 1.5 hours of aerobic and resistance training 3x per week.  The results, in a nutshell: dieting was effective (they lost weight).  Exercising was effective (fitness improved).  So how much additional benefit did exercise provide? Not much.  The diet alone group lost 21 pounds, while the diet + exercise group lost 23 pounds.  Is that worth 4.5 hours of high intensity exercise?  Body composition was mildly improved by the addition of exercise, as body fat percent declined 19% with diet + exercise and only 14% with diet alone.  But 4.5 hours of high intensity exercise is a LOT of work; and resting metabolic rate declined the most in the exercise group.  To its credit, exercise improved fitness considerably, which bodes well for quality of life, but just to keep it straight, diet alone reduced body weight by 21 pounds; exercise took off an additional 2 pounds… BUT as it turns out, those additional two pounds were probably also from diet, as the exercisers reduced food intake by an additional 57 kcal/d.  This doesn’t sound like much, but over the course of 12 weeks it adds up to 4788 kcal (that’s over a pound of fat mass).  In other words, exercise didn’t contribute to the weight loss.  The Laws of Energy Balance can be cruel.

Resistance training does not contribute to improving the metabolic profile after a 6-month weight loss program in overweight and obese postmenopausal women (Brochu et al., 2009)

Study design was similar to Svendsen’s (postmenopausal women, mid-fifties, etc.), with the exceptions that the diet was less strict and the exercise was resistance training, not aerobic (e.g., treadmill).  Dieting worked (both groups lost weight).  Exercising worked (they got significantly stronger).  So how much additional benefit did exercise provide?  You guessed it: not much.  The diet alone group lost 11 pounds; diet + exercisers lost 13 pounds.  3 sessions of high intensity exercise per week for 6 months led to 2 additional pounds of weight loss.  Unlike Svendsen’s exercisers, however, those two hard-earned pounds were probably due to the exercise, as metabolic rate and food intake declined to the same extent in both groups.  6 months of high intensity weight training for two pounds?  The Laws of Energy Balance: merciless.

Effect of diet and exercise, alone or combined, on weight and body composition in overweight-to-obese postmenopausal women (Foster-Schubert et al., 2012)

Saved the best for last: this study included both a weight maintenance control AND an “exercise only” group.  Kudos, Dr Foster-Schubert.  Study design was similar to Brochu’s and Svendsen’s: 12 months; moderate to high intensity aerobic exercise 3-5x per week, yada yada yada.  Dieting worked (the diet alone and diet + exercise groups lost weight).  Exercising worked (the exercise alone and diet + exercise groups got fitter).  So how much additional benefit did exercise provide?  Fail.  The dieters lost 16 pounds while the diet + exercise group lost 20 pounds.  The exercisers lost 4 pounds.  From those numbers, it might appear as though weight loss from exercise contributed mathematically to diet (4 + 16 = 20).  NOPE.  The exercisers cheated, by dieting :/
Exercisers reduced food intake by 185 kcal/d which amounts to a whopping 66600 kcal over the course of a year.  Theoretically, this could’ve amounted to a loss of over 15 pounds of fat mass.  But it didn’t.  Exercise caused a great enough reduction in metabolic rate to dwindle a 20 pound fat loss all the way down 4 pounds.  Exercise made them 16 pounds slothier.  And what about the diet + exercise group; they lost the most weight so surely exercise had to have added something to it?  NOPE, not here either.  They reduced their food intake more than any other group. The Laws of Energy Balance scoff at exercise.

bollocks

So there you have it.  Trying to lose weight via exercise alone is like bringing a cup of water to a forest fire.  It is too easily compensated for by reductions in metabolic rate.  In studies spanning the course of 20 years, exercise has consistently failed to contribute to weight loss.  Exercisers lost weight if and only if they dieted.  Diet + exercise might be as effective as diet + art lessons or diet + Facebook, although the latter two are less likely to make you slothier.  Exercise will make you better, and maybe even happier, just not skinnier.

calories proper

Yo-yo dieting revisited, a thought experiment

If at first you do not succeed, try, try again.  Opus 94.

Yo-yo dieting is “probably” not good, but giving up is worse IMO.  I say “probably” because obesity researchers have empirically tested just about every single weight loss intervention except this one.  Furthermore, you’d be hard pressed to find an obese population who’d agree to undergo an intensive weight loss regimen, only to intentionally regain the weight.  Rinse.  Repeat.  The study would be a nightmare to design from a philosophical perspective, and psychological torture to the volunteers.  But what if they did?  Would they end up with more fat mass?  Less?  Right back to where they began?

Changes in energy expenditure resulting from altered body weight (Leibel, Rosenbaum, and Hirsch, 1995)

Maybe you don’t recognize the study by name, but you have definitely heard about their key finding: weight loss causes a decline in metabolic rate which makes further weight loss or simply maintaining more difficult.  The other finding was that the opposite also occurs: during weight gain, metabolic rate increases to drive weight back down to its starting point.

bollocks

All-in-all this was a great experiment and it has a lot of street cred; nobody including myself has ever had anything really bad to say about it.  In brief, volunteers were fed either: 1) the maximally tolerated amount of self-selected foods (~6500 kcal!) until they gained 10% of their body weight; or 2) 800 kcal of a liquid formula (40% fat, 45% carbs, and 15% protein) until they lost 10% of their body weight.  

When lean subjects gain 10% of their initial body weight, 80.1% of it is fat mass.  In obese subjects, however, only 58% is fat mass.  Thus, obese people gain more muscle and less fat than lean people during weight gain (e.g., the holidays).  After a 10% weight loss, 64% of the weight is fat mass in lean subjects while a whopping 84% is fat mass in obese subjects.  Thus, obese people lose more fat and less muscle than lean people during weight loss (e.g., New Year’s resolutions).

Here goes nothing:
Take a 100 kg (220 pounds) obese person who has 50 kg fat mass (50% body fat) and a 70 kg (154 pounds) lean person with 14 kg fat mass (20% body fat). After 10% weight loss, body weight declines by 10 kg in the obese subject and 7 kg in the lean subject.  83.6% of the weight lost (~8 kg) is fat mass in the obese subject and 63.7% (~4 kg) is fat mass in the lean subject:

After 10% weight regain, body weight increases 9 kg in the obese subject and 6 kg in the lean subject.  60% of the weight gained (5 kg) is fat mass in the obese subject and 80% (5 kg) is fat mass in the lean subject:

Rinse.  Repeat:

Encore!:

By the end of 3 complete yo-yo cycles, the obese person is down 3 kg body weight, but more importantly their fat mass has declined by 9 kg, from 50% to 42% of their body weight (winner!).  The unfortunate lean subject, however, despite being 2 kg lighter, now has an additional 2 kg of fat mass; in other words, they lost weight but got fattier (20% body fat to start out, 23% by the end).

To be clear, this study has never been done.  But Leibel, Rosenbaum, and Hirsch’s data are impeccable so any flaws in this hypothesis don’t stem from there.  The lean subjects in their study were 154 pounds; clearly not a population in dire need of weight loss.  Perhaps yo-yo dieting got a bad rap from skinny people trying to get skinner, who instead got fattier and told everyone else to give up if dieting didn’t work the first time.  I’m not against pharmacotherapy or bariatric surgery for those in whom diet has failed, but saying “I’m not against” it is a far cry from saying “I’m for it.”  Furthermore, given the results from this thought experiment, among other things, I’m definitely saying “try, try again.”

calories proper

Exercise-induced hunger attenuates exercise-induced energy deficit

and what we can’t learn from rodent studies.

Mandatory pre-reading: Exercise alone won’t cut it

It’s difficult to conduct experiments on energy balance in humans because they’re we’re all so diverse.  This is one reason why researchers use animal models; diet, exercise, and even genetic background can be rigorously controlled to a degree unimaginable in humans.  Despite all of this, however, exercise studies involving rodents are consistently inconsistent and inherently flawed.  They are not applicable to weight loss or energy balance in humans.  “Attention nutrition researchers, stop doing them.”

Exhibit A.  Cafeteria diet-induced insulin resistance is not associated with decreased insulin signaling or AMPK activity and is alleviated by physical training in rats (Brandt et al., 2010)

Three groups of rats: 1) chow-fed controls; 2) cafeteria-junk-food-diet; and 3) cafeteria-junk-food-diet + exercise.  The exercise was high intensity and consisting of swimming 5x per week with a tiny dumbbell attached to their tail (equal to 2% of their body weight).

In these lucky rats, exercise completely blunted weight gain, but did so, at least in part, via reduced food intake.  Exercise-induced anorexia might reflect the unnatural-ness of a rat subjected to a rigorous exercise protocol; it’s stressful for them.  Exercising rats are not happy thinking they’re doing something good for themselves; they’re trying to not drownAnd while exercise corrected their body weight, it failed to normalize fasting insulin (above) and glucose tolerance (which may also confirm they are stressed out):

Needless to say, in humans, it’s the exact opposite.  With exercise, food intake increases, body weight stays the same (usually), and insulin sensitivity is superbly enhanced.  But to further drive home the point that these studies should not be conducted with rodents, it’s not even consistently “the exact opposite.”

Exhibit B.  Effects of food pattern change and physical exercise on cafeteria diet-induced obesity in female rats (Goularte et al., 2012)

In this somewhat more complicated study, cafeteria diet-fed rats: 1) went on a diet; 2) started an exercise regimen; or 3)  both. 

In contrast to Brandt’s findings, exercise increased food intake and failed to reduce body weight (similar to unlucky subject number 9).  However, in agreement with Brandt, exercise failed to normalize insulin (above) and glucose tolerance:

One of the greatest metabolic benefits of exercise in humans, i.e., restoration of insulin sensitivity, is not reproduced in 2 rodent studies.

Unfortunately, the hypothesis that exercising rats is just like torturing rats was actually tested.

Exhibit C.  Effects of epinephrine, stress, and exercise on insulin secretion by the rat (Wright and Malaisse, 1968)Swimming had an effect on glucose and insulin that was strikingly similar to receiving foot shocks (i.e., electrocution).

And last but not least, to bring it around full circle, here’s how it is supposed to look:

Exhibits D, E, and F.  A 12-week aerobic exercise program reduces hepatic fat accumulation and insulin resistance in obese, Hispanic adolescents (van der Heijden et al., 2012)

Exercise protocol: cycling.  10 minutes warm-up, 30 minutes at 70% VO2peak (HR > 140 bpm), 10 minutes cooldown.  Only TWICE per week.

1) VO2peak significantly improved, confirming that this seemingly puny exercise routine had a real physiological impact.

2) Neither body weight nor fat mass declined, suggesting this was truly “exercise alone.”  I.e., they weren’t dieting.

3) HOMA-IR, a measure of insulin resistance, declined.

1+2+3 = exercise improves insulin sensitivity.

Effects of aerobic versus resistance exercise without caloric restriction on abdominal fat, intrahepatic lipid, and insulin sensitivity in obese adolescent boys (Lee et al., 2012)

Above: body weight didn’t change, confirming this was “exercise alone.”
Below: insulin sensitivity improved in both exercise groups.

It’s been almost 100 years, why can’t the rats get it right? (by “rats,” I mean scientists who tie weights to rats tails, throw them into a tub of water, and call it “exercise”).

calories proper

 

 

 

 

 

Exercise alone won’t cut it

A fundamental reevaluation of the concept of “dieting”

But first, an ode to energy balance:
Diet and exercise, or diet alone,
But “exercise only” does naught but tone.

Exercise is effective for weight loss if and only if it’s accompanied by dieting, not vice versa.  Enter: the best experiment ever.

Exhibit A.  Food intake and body composition in novice athletes during a training period to run a marathon  (Janssen, Graef, and Saris, 1989)

This is, in its most purest form, an isolated “exercise only” intervention.  Volunteers were recruited to train for a marathon; no dietary advice given.  That is a critical point.  In order to test exclusively “exercise only,” you can’t have a group of people who are trying to lose weight via exercise because if weight loss is their goal, watching what they ate would happen automatically and we would not truly have “exercise only.”  This isn’t a diet study; indeed, that’s the point.  Lastly, regardless of the data, it’s hard to say this was an inadequate exercise intervention.  Training for a marathon is no easy task; after 18 months (of “exercise only”), they completed a full marathon in just under 4 hours.  IMHO this confirms they were exercising quite intensely for the entire 18 months.They started this adventure weighing 162 lbs and ended at 157.  If they gained 10 pounds of muscle and lost 15 pounds of fat, then they’d be 5 pounds lighter and I’d be training for a marathon.  But that’s not what happened.  They lost 5 pounds, and only about half of it was fat.

Side note: train for a marathon vs. a calorie non-restricted diet for weight loss?  In the [notorious] Shai study, people assigned to the low carb diet were allowed to eat as much as they wanted as long as it was low carb.  To put things into perspective, after 18 months low carb dieters lost over twice as much weight as the marathon runners, and they weren’t exercising.

Moving on,
5 pounds of weight loss is much less than expected after 18 months of marathon training.  By the end of the study they were running an average of 9 kilometers per day (see the red line in the figure below).

So why didn’t they lose more weight?  In brief, exercise made them hungry, and by the end of the study they were eating an additional 400 kilocalories daily.  I imagine running 9 km burns slightly more than 400 kcal, which is why they lost a few pounds in the process.  Had they been dieting, they would’ve lost a lot more and this study would no longer be a test of “exercise only.”

Exhibit B.  Effect of exercise alone on the weight of obese women (Gwinup, 1975)

In this weight-loss  study, Gwinup claims it is “exercise alone” because it was a group of women who failed to lose weight via dieting and [sic] “were, therefore, most amenable to an attempt to control weight with exercise alone.”  These women had been trying to lose weight for a while, so it’s very likely they were always watching what they ate (unlike the people recruited for the marathon study).  Gwinup’s exercise intervention was simple: walking.  And for some lucky women, it worked.  Take subject number 3, for example: a 37 year old housewife who had been trying to lose weight since she was 20.  By gradually increasing her walking time to just over 2 hours per day, she was able to lose ~ 15 pounds after 18 months.   P.S. that’s not 2 hours including regular daily activities; it’s 2 hours of dedicated exercise time.

lucky subject number 3

But I don’t think this was truly “exercise only.”  It takes about an hour to jog 9 km.  The marathon runners were almost in energy balance ingesting 400 additional kcal suggesting a 9 km jog burns a tad over 400 kcal.

Subject number 3 was walking for two hours (6 km?), yet she lost 15 pounds over the same time period (18 months): 1. her energy deficit was greater than the marathon runners;  2. she lost more weight despite exercising less;  3. the marathon runners were NOT dieting, so “not dieting” results in 5 pounds of weight loss;  4. subject number 3 was exercising less than the marathon runners; if she too was “not dieting,” she could not have lost more weight than the marathon runners;  5. ergo, subject number 3 was not “lucky,” she was dieting.

Subject number 9, on the other hand, a younger housewife who had only been trying to lose weight for 3 years despite being 7 pounds heavier than subject number 3, was not so “lucky.”

unlucky subject number 9

Subject number 9’s exercise duration was similar (2 hours per day), and for the first half of the study, things were going great, she dropped 10 pounds.  But for the second half of the study, she was gaining it back.  Recruitment inclusion criteria included women who regained weight they lost via diet alone.  So either subject number 9 is biologically resistant to both diet- and exercise-induced weight loss, or she just likes to eat.  To be clear, regarding the second half of subject number 9’s progress: 1. “exercise only;”  2. TWO hours per day;  3.  body weight is steadily increasing.

Exercise worked for subject number 3 because she was dieting; it didn’t for subject number 9 and the marathon runners because they weren’t.

calories proper

Missing: 300 kilocalories

or
Weight-loss maintenance, part II (as promised)

Effects of dietary composition on energy expenditure during weight-loss maintenance (Ebbeling et al., 2012)

A three-way crossover study!  Excellent study design.  In brief, the participants lost 30 pounds in 12 weeks on a pseudo-Zone diet (the official version) consisting of 45% carbs, 30% fat, and 25% protein, then switched to one of 3 “weight-loss maintenance” diets for 4 weeks.  (FTR “weight-loss maintenance” cannot even be remotely assessed in 4 weeks, but what the heck, it was a THREE-WAY CROSSOVER.)

To put the issue to bed before it is even raised, the volunteers were given professionally prepared food for about half a year and paid ~$2,500 if they stuck to the plan.  They STUCK to the plan.

or more simply: 

The diets were classified by the authors as high glycemic load (high carb low fat), low glycemic index (e.g., Mediterranean Diet), & low carb (e.g., Atkins Diet).

These “glycemic” indices in general are primarily determined by the carb & fat contents.  A low carb diet will always have a low glycemic index and low glycemic load, and the opposite is true for a low fat high carb diet.  Any high glycemic index food turns into a low glycemic index meal when it’s combined with other foods (like we normally eat).  The only way to make a strictly high GI diet is with low fat; the easiest way to make a low GI diet is with low carb.

The major outcome measurements dealt with energy expenditure, with the premise being that preservation of metabolic rate after weight loss should improve “weight-loss maintenance.”

Resting energy expenditure (REE) is measured by indirect calorimetry.  It’s the amount of calories that a total couch potato would burn daily and is usually determined by body composition (more muscle = higher REE).  While body composition was similar in each group, REE was modestly higher in subjects on the low carb diet.

RQ (respiratory quotient) measures the relative amount of fat and carbs you’re burning: 0.7 = fat oxidation; 1.0 = carb oxidation.  It is determined by diet (eat more carbs, burn more carbs), body composition (have more body fat, burn more body fat), and exercise intensity (marathons burn fat; sprints burn carbs).  The higher carb oxidation on the low fat diet and higher fat oxidation on the low carb diet likely reflect the respective dietary compositions.

 

 

Total energy expenditure (TEE) is exactly what its name implies.  It’s the total amount of calories you burn in a day.  If your body weight is stable, then this is also approximately how many calories you’re eating.  This result is actually pretty interesting.  TEE on the low carb diet was over 300 kcal higher relative to the low fat diet.  This is probably at least partially due to the higher protein content of the diet (30% vs. 20% of total calories or 150 vs. 100 grams per day).  TEE of the intermediate low GI diet was in between low fat and low carb diets (2937 kcal/d), so TEE increased as carb intake declined and fat intake increased across all 3 diet groups.  Follow the blue boxes in the figure below to see the averages, and since this was a THREE-WAY CROSSOVER (!), you can follow the lines to see how each person fared individually:

300 kcal is equivalent to an hour of exercise, yet subjects on low carb weren’t exercising more (although the slowly-losing-his-wits-Dr Bray suggested otherwise in an editorial, arguing that the increased TEE/REE ratio meant increased physical activity, despite the actual data, which showed if anything, slightly lower total and moderate-vigorous intensity physical activity in the low carb group).

Burning an additional 300 kcal per day is like losing over 2 pounds of fat per month by doing exactly nothing.  BUT

to be clear (e.g., disclaimer, mea culpa, evidence of heresy, etc.):

  1. all participants in the study ate the same amount of calories
  2. low carbers burned over 300 more calories per day compared to low fat dieters
  3. body composition  and body weight were similar between the groups

300 calories per day is a LOT of calories, why didn’t it impact weight loss?

This seemingly paradoxical conclusion suggests energy intake is the primary determinant of weight loss, independent of energy expenditure and diet composition.  It is either a violation of The Laws of Energy Balance, experimental error, or evidence of dark magic.

Moving on,

the authors were quick to note urinary cortisol (an anti-inflammatory and stress hormone) and CRP (a marker of systemic inflammation) were highest on low carb, and this could cause insulin resistance.  However, I’d note 2 things: 1) CRP declined in ALL groups relative to baseline, but the reduction was less in low carbers compared to the other groups; and 2) CRP was low and within the normal range in all subjects throughout the entire study. But most importantly, hepatic and peripheral insulin sensitivity improved most in low carbers, in whom CRP and cortisol was the highest.

Similar to the Jakubowicz study (dessert for breakfast), the Ebbeling study was interesting but not groundbreaking; nothing to write home about.  Both showed modest benefits for low carb over low fat.  The news media haven’t feasted on these studies yet, but when they do, however, I’m sure they’ll disagree.  “Weight-loss maintenance” is a riddle wrapped in a mystery inside an enigma, not a simple question to be elucidated by a mere 4-week diet study, even if it’s a three-way crossover.  even if it has dark magic.

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