The diet-heart hypothesis is the idea that saturated fat, and in some versions cholesterol, raises blood cholesterol and contributes to the risk of having a heart attack. To test this hypothesis, scientists have been studying the relationship between saturated fat consumption and heart attack risk for more than half a century. To judge by the grave pronouncements of our most visible experts, you would think these studies had found an association between the two. It turns out, they haven't.
The fact is, the vast majority of high-quality observational studies have found no connection whatsoever between saturated fat consumption and heart attack risk. The scientific literature contains dozens of these studies, so let's narrow the field to prospective studies only, because they are considered the most reliable. In this study design, investigators find a group of initially healthy people, record information about them (in this case what they eat), and watch who gets sick over the years.
A Sampling of Unsupportive Studies
Here are references to ten high-impact prospective studies, spanning half a century, showing no association between saturated fat consumption and heart attack risk. Ignore the squirming about saturated-to-polyunsaturated ratios, Keys/Hegsted scores, etc. What we're concerned with is the straightforward question: do people who eat more saturated fat have more heart attacks? Many of these papers allow free access to the full text, so have a look for yourselves if you want:
A Longitudinal Study of Coronary Heart Disease. Circulation. 1963.
Diet and Heart: a Postscript. British Medical Journal. 1977. Saturated fat was unrelated to heart attack risk, but fiber was protective.
Dietary Intake and the Risk of Coronary Heart Disease in Japanese Men Living in Hawaii. American Journal of Clinical Nutrition. 1978.
Relationship of Dietary Intake to Subsequent Coronary Heart Disease Incidence: the Puerto Rico Heart Health Program. American Journal of Clinical Nutrition. 1980.
Diet, Serum Cholesterol, and Death From Coronary Heart Disease: The Western Electric Study. New England Journal of Medicine. 1981.
Diet and 20-year Mortality in Two Rural Population Groups of Middle-Aged Men in Italy. American Journal of Clinical Nutrition. 1989. Men who died of CHD ate significantly less saturated fat than men who didn't.
Diet and Incident Ischaemic Heart Disease: the Caerphilly Study. British Journal of Nutrition. 1993. They measured animal fat intake rather than saturated fat in this study.
Dietary Fat and Risk of Coronary Heart Disease in Men: Cohort Follow-up Study in the United States. British Medical Journal. 1996. This is the massive Physicians Health Study. Don't let the abstract fool you! Scroll down to table 2 and see for yourself that the association between saturated fat intake and heart attack risk disappears after adjustment for several factors including family history of heart attack, smoking and fiber intake. That's because, as in most modern studies, people who eat steak are also more likely to smoke, avoid vegetables, eat fast food, etc.
Dietary Fat Intake and the Risk of Coronary Heart Disease in Women. New England Journal of Medicine. 1997. From the massive Nurse's Health study. This one fooled me for a long time because the abstract is misleading. It claims that saturated fat was associated with heart attack risk. However, the association disappeared without a trace when they adjusted for monounsaturated and polyunsaturated fat intake. Have a look at table 3.
Dietary Fat Intake and Early Mortality Patterns-- Data from the Malmo Diet and Cancer Study. Journal of Internal Medicine. 2005.
I just listed 10 prospective studies published in top peer-reviewed journals that found no association between saturated fat and heart disease risk. This is less than half of the prospective studies that have come to the same conclusion, representing by far the majority of studies to date. If saturated fat is anywhere near as harmful as we're told, why are its effects essentially undetectable in the best studies we can muster?
Studies that Support the Diet-Heart Hypothesis
To be fair, there have been a few that have found an association between saturated fat consumption and heart attack risk. Here's a list of all four that I'm aware of, with comments:
Ten-year Incidence of Coronary Heart Disease in the Honolulu Heart Program: relationship to nutrient intake. American Journal of Epidemiology. 1984. "Men who developed coronary heart disease also had a higher mean intake of percentage of calories from protein, fat, saturated fatty acids, and polyunsaturated fatty acids than men who remained free of coronary heart disease." The difference in saturated fat intake between people who had heart attacks and those who didn't, although statistically significant, was minuscule.
Diet and 20-Year Mortality From Coronary Heart Disease: the Ireland-Boston Diet-Heart Study. New England Journal of Medicine. 1985. "Overall, these results tend to support the hypothesis that diet is related, albeit weakly, to the development of coronary heart disease."
Relationship Between Dietary Intake and Coronary Heart Disease Mortality: Lipid Research Clinics Prevalence Follow-up Study. Journal of Clinical Epidemiology. 1996. "...increasing percentages of energy intake as total fat (RR 1.04, 95% CI = 1.01 – 1.08), saturated fat (RR 1.11, CI = 1.04 – 1.18), and monounsaturated fat (RR 1.08, CI = 1.01 – 1.16) were significant risk factors for CHD mortality among 30 to 59 year olds... None of the dietary components were significantly associated with CHD mortality among those aged 60–79 years." Note that the associations were very small, also included monounsaturated fat (like in olive oil), and only applied to the age group with the lower risk of heart attack.
The Combination of High Fruit and Vegetable and Low Saturated Fat Intakes is More Protective Against Mortality in Aging Men than is Either Alone. Journal of Nutrition. 2005. Higher saturated fat intake was associated with a higher risk of heart attack; fiber was strongly protective.
The Review Papers
Over 25 high-quality studies conducted, and only 4 support the diet-heart hypothesis. If this substance is truly so fearsome, why don't people who eat more of it have more heart attacks? In case you're concerned that I'm cherry-picking studies that conform to my beliefs, here are links to review papers on the same data that have reached the same conclusion:
The Questionable Role of Saturated and Polyunsaturated Fatty Acids in Cardiovascular Disease. Journal of Clinical Epidemiology. 1998. Dr. Uffe Ravnskov systematically demolishes the diet-heart hypothesis simply by collecting all the relevant studies and summarizing their findings.
A Systematic Review of the Evidence Supporting a Causal Link Between Dietary Factors and Coronary Heart Disease. Archives of Internal Medicine. 2009. "Insufficient evidence (less than or equal to 2 criteria) of association is present for intake of supplementary vitamin E and ascorbic acid (vitamin C); saturated and polyunsaturated fatty acids; total fat; alpha-linolenic acid; meat; eggs; and milk" They analyzed prospective studies representing over 160,000 patients from 11 studies meeting their rigorous inclusion criteria, and found no association whatsoever between saturated fat consumption and heart attack risk.
Where's the Disconnect?
The first part of the diet-heart hypothesis states that dietary saturated fat raises the cholesterol/LDL concentration of the blood. This is held as established fact in the mainstream understanding of nutrition. The second part states that increased blood cholesterol/LDL increases the risk of having a heart attack. What part of this is incorrect?
There's definitely an association between blood cholesterol/LDL level and heart attack risk in certain populations, including Americans. MRFIT, among other studies, showed this definitively, although the lowest risk of all-cause mortality was at an average level of cholesterol. The association between blood cholesterol and heart attack risk does not apply to Japanese populations, as pointed out repeatedly by Dr. Harumi Okuyama. This seems to be generally true of groups that consume a lot of seafood.
So we're left with the first premise: that saturated fat increases blood cholesterol/LDL. This turns out to be largely a short-term effect. In fact, it isn't even true in animal models of heart disease if you exclude those that use large doses of dietary cholesterol. In the 1950s, the most vigorous proponent of the diet-heart hypothesis, Dr. Ancel Keys, created a formula designed to predict changes in blood cholesterol based on the consumption of dietary saturated and polyunsaturated fats. This formula does not have a very good predictive value in long-term controlled trials and its use in the modern medical literature is declining.
This is it, folks: the diet-heart hypothesis ends here. It's been kept afloat for decades by wishful thinking and selective citation of the evidence. It's time to put it out of its misery.
Butyric Acid: an Ancient Controller of Metabolism, Inflammation and Stress Resistance
An Interesting Finding
Susceptible strains of rodents fed high-fat diets overeat, gain fat and become profoundly insulin resistant. Dr. Jianping Ye's group recently published a paper showing that the harmful metabolic effects of a high-fat diet (lard and soybean oil) on mice can be prevented, and even reversed, using a short-chain saturated fatty acid called butyric acid (hereafter, butyrate). Here's a graph of the percent body fat over time of the two groups:
The butyrate-fed mice remained lean and avoided metabolic problems. Butyrate increased their energy expenditure by increasing body heat production and modestly increasing physical activity. It also massively increased the function of their mitochondria, the tiny power plants of the cell.
Butyrate lowered their blood cholesterol by approximately 25 percent, and their triglycerides by nearly 50 percent. It lowered their fasting insulin by nearly 50 percent, and increased their insulin sensitivity by nearly 300 percent*. The investigators concluded:
I found this study thought-provoking, so I looked into butyrate further.
Butyrate Suppresses Inflammation in the Gut and Other Tissues
In most animals, the highest concentration of butyrate is found in the gut. That's because it's produced by intestinal bacteria from carbohydrate that the host cannot digest, such as cellulose and pectin. Indigestible carbohydrate is the main form of dietary fiber.
It turns out, butyrate has been around in the mammalian gut for so long that the lining of our large intestine has evolved to use it as its primary source of energy. It does more than just feed the bowel, however. It also has potent anti-inflammatory and anti-cancer effects. So much so, that investigators are using oral butyrate supplements and butyrate enemas to treat inflammatory bowel diseases such as Crohn's and ulcerative colitis. Investigators are also suggesting that inflammatory bowel disorders may be caused or exacerbated by a deficiency of butyrate in the first place.
Butyrate, and other short-chain fatty acids produced by gut bacteria**, has a remarkable effect on intestinal permeability. In tissue culture and live rats, short-chain fatty acids cause a large and rapid decrease in intestinal permeability. Butyrate, or dietary fiber, prevents the loss of intestinal premeability in rat models of ulcerative colitis. This shows that short-chain fatty acids, including butyrate, play an important role in the maintenance of gut barrier integrity. Impaired gut barrier integrity is associated with many diseases, including fatty liver, heart failure and autoimmune diseases (thanks to Pedro Bastos for this information-- I'll be covering the topic in more detail later).
Butyrate's role doesn't end in the gut. It's absorbed into the circulation, and may exert effects on the rest of the body as well. In human blood immune cells, butyrate is potently anti-inflammatory***.
Butyrate Increases Resistance to Metabolic and Physical Stress
Certain types of fiber reduce atherosclerosis in animal models, and this effect may be due to butyrate production produced when the fiber is fermented. Fiber intake was associated with lower blood markers of inflammation in the Women's Health Initiative study, and has been repeatedly associated with lower heart attack risk and reduced progression of atherosclerosis in humans. Butyrate also sharply reduces the harmful effects of type 1 diabetes in rats, as does dietary fiber to a lesser extent.
Butyrate increases the function and survival of mice with certain neurodegenerative diseases. Polyglutamine diseases, which are the most common class of genetic neurodegenerative diseases, are delayed in mice treated with butyrate (1, 2, 3). Many of you have probably heard of Huntington's disease, which is the most common of the class. I did my thesis on a polyglutamine disease called SCA7, and this is the first suggestion I've seen that diet may be able to modify its course.
Yet another interesting finding in the first paper I discussed: mice treated with butyrate were more cold-resistant than the comparison group. When they were both placed in a cold room, body temperature dropped quite a bit in the comparison group, while it remained relatively stable in the butyrate group, despite the fact that the butyrate group was leaner****. This was due to increased heat production in the butyrate group.
Due to the potent effect butyrate has on a number of bodily processes, I believe it may be a fundamental controller of metabolism, stress resistance and the immune system in mammals, similar to omega-6:3 balance.
An Ancient Line of Communication Between Symbiotic Organisms
Why does butyrate have so much control over inflammation? Let's think about where it comes from. Bacteria in the gut produce it. It's a source of energy, so our bodies take it up readily. It's one of the main molecules that passes from the symbiotic (helpful) bacteria in the gut to the rest of the body. It's only logical that the body would receive butyrate as a signal that there's a thriving colony of symbiotic bacteria in the gut, and induce a tolerance to them. The body may alter its immune response (inflammation) in order to permit a mutually beneficial relationship between itself and its symbionts.
A Change of Heart
Butyrate has caused me to re-think my position on fiber-- which was formerly that it's irrelevant at best. I felt that fiber came along with nutrient-dense whole plant foods, but was not beneficial per se. I believed that the associations between fiber intake and a lower risk of a number of diseases were probably due to the fact that wealthier, more educated, healthier people tend to buy more whole grains, fruit and vegetables. In other words, I believed that fiber intake was associated with better health, but did not contribute to it. I now feel, based on further reading about fiber and short-chain fatty acids like butyrate, that the associations represent a true cause-and-effect relationship.
I also didn't fully appreciate the caloric contribution of fiber to the human diet. In industrialized countries, fiber may contribute 5 to 10 percent of total calorie intake, due to its conversion to short-chain fatty acids like butyrate in the large intestine (free full text). This figure is probably at least twice as high in cultures consuming high-fiber diets. It's interesting to think that "high-carbohydrate" cultures may be getting easily 15 percent of their calories from short-chain fats. Since that isn't recorded in dietary surveys, they may appear more dependent on carbohydrate than they actually are. The Kitavans may be getting more than 30 percent of their total calories from fat, despite the fact that their food is only 21 percent fat when it passes their lips. Their calorie intake may be underestimated as well.
Sources of Butyrate
There are two main ways to get butyrate and other short-chain fatty acids. The first is to eat fiber and let your intestinal bacteria do the rest. Whole plant foods such as sweet potatoes, properly prepared whole grains, beans, vegetables, fruit and nuts are good sources of fiber. Refined foods such as white flour, white rice and sugar are very low in fiber. Clinical trials have shown that increasing dietary fiber increases butyrate production, and decreasing fiber decreases it (free full text).
Butyrate also occurs in significant amounts in food. What foods contain butyrate? Hmm, I wonder where the name BUTYR-ate came from? Butter perhaps? Butter is 3-4 percent butyrate, the richest known source. But everyone knows butter is bad for you, right?
After thinking about it, I've decided that butyrate must have been a principal component of Dr. Weston Price's legendary butter oil. Price used this oil in conjunction with high-vitamin cod liver oil to heal tooth decay and a number of other ailments in his patients. The method he used to produce it would have concentrated fats with a low melting temperature, including butyrate, in addition to vitamin K2*****. Thus, the combination of high-vitamin cod liver oil and butter oil would have provided a potent cocktail of fat-soluble vitamins (A, D3, K2), omega-3 fatty acids and butyrate. It's no wonder it was so effective in his patients.
* According to insulin tolerance test.
** Acetate (acetic acid, the main acid in vinegar), propionate and butyrate are the primary three fatty acids produced by intestinal fermentation.
*** The lowest concentration used in this study, 30 micromolar, is probably higher than the concentration in peripheral serum under normal circumstances. Human serum butyrate is in the range of 4 micromolar in British adults, and 29 micromolar in the hepatic portal vein which brings fats from the digestive tract to the liver (ref). This would likely be at least two-fold higher in populations eating high-fiber diets.
**** Due to higher mitochondrial density in brown fat and more mitochondrial uncoupling.
***** Slow crystallization, which selectively concentrates triglycerides with a low melting point.


Susceptible strains of rodents fed high-fat diets overeat, gain fat and become profoundly insulin resistant. Dr. Jianping Ye's group recently published a paper showing that the harmful metabolic effects of a high-fat diet (lard and soybean oil) on mice can be prevented, and even reversed, using a short-chain saturated fatty acid called butyric acid (hereafter, butyrate). Here's a graph of the percent body fat over time of the two groups:

Butyrate lowered their blood cholesterol by approximately 25 percent, and their triglycerides by nearly 50 percent. It lowered their fasting insulin by nearly 50 percent, and increased their insulin sensitivity by nearly 300 percent*. The investigators concluded:
Butyrate and its derivatives may have potential application in the prevention and treatment of metabolic syndrome in humans.There's one caveat, however: the butyrate group at less food. Something about the butyrate treatment caused their food intake to decline after 3 weeks, dropping roughly 20% by 10 weeks. The investigators cleverly tried to hide this by normalizing food intake to body weight, making it look like the food intake of the comparison group was dropping as well (when actually it was staying the same as this group was gaining weight).
I found this study thought-provoking, so I looked into butyrate further.
Butyrate Suppresses Inflammation in the Gut and Other Tissues
In most animals, the highest concentration of butyrate is found in the gut. That's because it's produced by intestinal bacteria from carbohydrate that the host cannot digest, such as cellulose and pectin. Indigestible carbohydrate is the main form of dietary fiber.
It turns out, butyrate has been around in the mammalian gut for so long that the lining of our large intestine has evolved to use it as its primary source of energy. It does more than just feed the bowel, however. It also has potent anti-inflammatory and anti-cancer effects. So much so, that investigators are using oral butyrate supplements and butyrate enemas to treat inflammatory bowel diseases such as Crohn's and ulcerative colitis. Investigators are also suggesting that inflammatory bowel disorders may be caused or exacerbated by a deficiency of butyrate in the first place.
Butyrate, and other short-chain fatty acids produced by gut bacteria**, has a remarkable effect on intestinal permeability. In tissue culture and live rats, short-chain fatty acids cause a large and rapid decrease in intestinal permeability. Butyrate, or dietary fiber, prevents the loss of intestinal premeability in rat models of ulcerative colitis. This shows that short-chain fatty acids, including butyrate, play an important role in the maintenance of gut barrier integrity. Impaired gut barrier integrity is associated with many diseases, including fatty liver, heart failure and autoimmune diseases (thanks to Pedro Bastos for this information-- I'll be covering the topic in more detail later).
Butyrate's role doesn't end in the gut. It's absorbed into the circulation, and may exert effects on the rest of the body as well. In human blood immune cells, butyrate is potently anti-inflammatory***.
Butyrate Increases Resistance to Metabolic and Physical Stress
Certain types of fiber reduce atherosclerosis in animal models, and this effect may be due to butyrate production produced when the fiber is fermented. Fiber intake was associated with lower blood markers of inflammation in the Women's Health Initiative study, and has been repeatedly associated with lower heart attack risk and reduced progression of atherosclerosis in humans. Butyrate also sharply reduces the harmful effects of type 1 diabetes in rats, as does dietary fiber to a lesser extent.
Butyrate increases the function and survival of mice with certain neurodegenerative diseases. Polyglutamine diseases, which are the most common class of genetic neurodegenerative diseases, are delayed in mice treated with butyrate (1, 2, 3). Many of you have probably heard of Huntington's disease, which is the most common of the class. I did my thesis on a polyglutamine disease called SCA7, and this is the first suggestion I've seen that diet may be able to modify its course.
Yet another interesting finding in the first paper I discussed: mice treated with butyrate were more cold-resistant than the comparison group. When they were both placed in a cold room, body temperature dropped quite a bit in the comparison group, while it remained relatively stable in the butyrate group, despite the fact that the butyrate group was leaner****. This was due to increased heat production in the butyrate group.
Due to the potent effect butyrate has on a number of bodily processes, I believe it may be a fundamental controller of metabolism, stress resistance and the immune system in mammals, similar to omega-6:3 balance.
An Ancient Line of Communication Between Symbiotic Organisms
Why does butyrate have so much control over inflammation? Let's think about where it comes from. Bacteria in the gut produce it. It's a source of energy, so our bodies take it up readily. It's one of the main molecules that passes from the symbiotic (helpful) bacteria in the gut to the rest of the body. It's only logical that the body would receive butyrate as a signal that there's a thriving colony of symbiotic bacteria in the gut, and induce a tolerance to them. The body may alter its immune response (inflammation) in order to permit a mutually beneficial relationship between itself and its symbionts.
A Change of Heart
Butyrate has caused me to re-think my position on fiber-- which was formerly that it's irrelevant at best. I felt that fiber came along with nutrient-dense whole plant foods, but was not beneficial per se. I believed that the associations between fiber intake and a lower risk of a number of diseases were probably due to the fact that wealthier, more educated, healthier people tend to buy more whole grains, fruit and vegetables. In other words, I believed that fiber intake was associated with better health, but did not contribute to it. I now feel, based on further reading about fiber and short-chain fatty acids like butyrate, that the associations represent a true cause-and-effect relationship.
I also didn't fully appreciate the caloric contribution of fiber to the human diet. In industrialized countries, fiber may contribute 5 to 10 percent of total calorie intake, due to its conversion to short-chain fatty acids like butyrate in the large intestine (free full text). This figure is probably at least twice as high in cultures consuming high-fiber diets. It's interesting to think that "high-carbohydrate" cultures may be getting easily 15 percent of their calories from short-chain fats. Since that isn't recorded in dietary surveys, they may appear more dependent on carbohydrate than they actually are. The Kitavans may be getting more than 30 percent of their total calories from fat, despite the fact that their food is only 21 percent fat when it passes their lips. Their calorie intake may be underestimated as well.
Sources of Butyrate
There are two main ways to get butyrate and other short-chain fatty acids. The first is to eat fiber and let your intestinal bacteria do the rest. Whole plant foods such as sweet potatoes, properly prepared whole grains, beans, vegetables, fruit and nuts are good sources of fiber. Refined foods such as white flour, white rice and sugar are very low in fiber. Clinical trials have shown that increasing dietary fiber increases butyrate production, and decreasing fiber decreases it (free full text).
Butyrate also occurs in significant amounts in food. What foods contain butyrate? Hmm, I wonder where the name BUTYR-ate came from? Butter perhaps? Butter is 3-4 percent butyrate, the richest known source. But everyone knows butter is bad for you, right?
After thinking about it, I've decided that butyrate must have been a principal component of Dr. Weston Price's legendary butter oil. Price used this oil in conjunction with high-vitamin cod liver oil to heal tooth decay and a number of other ailments in his patients. The method he used to produce it would have concentrated fats with a low melting temperature, including butyrate, in addition to vitamin K2*****. Thus, the combination of high-vitamin cod liver oil and butter oil would have provided a potent cocktail of fat-soluble vitamins (A, D3, K2), omega-3 fatty acids and butyrate. It's no wonder it was so effective in his patients.
* According to insulin tolerance test.
** Acetate (acetic acid, the main acid in vinegar), propionate and butyrate are the primary three fatty acids produced by intestinal fermentation.
*** The lowest concentration used in this study, 30 micromolar, is probably higher than the concentration in peripheral serum under normal circumstances. Human serum butyrate is in the range of 4 micromolar in British adults, and 29 micromolar in the hepatic portal vein which brings fats from the digestive tract to the liver (ref). This would likely be at least two-fold higher in populations eating high-fiber diets.
**** Due to higher mitochondrial density in brown fat and more mitochondrial uncoupling.
***** Slow crystallization, which selectively concentrates triglycerides with a low melting point.



Malocclusion: Disease of Civilization, Part IX
A Summary
For those who didn't want to wade through the entire nerd safari, I offer a simple summary.
Our ancestors had straight teeth, and their wisdom teeth came in without any problem. The same continues to be true of a few non-industrial cultures today, but it's becoming rare. Wild animals also rarely suffer from orthodontic problems.
Today, the majority of people in the US and other affluent nations have some type of malocclusion, whether it's crooked teeth, overbite, open bite or a number of other possibilities.
There are three main factors that I believe contribute to malocclusion in modern societies:

In one, he made more space in her jaws by extracting teeth. In the other, he put in an apparatus that broadened her dental arch, which roughly mimics the natural process of arch growth during childhood and adolescence. This had profound effects on the girls' subsequent occlusion and facial structure:
The girl on the left had teeth extracted, while the girl on the right had her arch broadened. Under ideal circumstances, this is what should happen naturally during development. Notice any differences?
Thanks to the Weston A Price foundation's recent newsletter for the study reference.
For those who didn't want to wade through the entire nerd safari, I offer a simple summary.
Our ancestors had straight teeth, and their wisdom teeth came in without any problem. The same continues to be true of a few non-industrial cultures today, but it's becoming rare. Wild animals also rarely suffer from orthodontic problems.
Today, the majority of people in the US and other affluent nations have some type of malocclusion, whether it's crooked teeth, overbite, open bite or a number of other possibilities.
There are three main factors that I believe contribute to malocclusion in modern societies:
- Maternal nutrition during the first trimester of pregnancy. Vitamin K2, found in organs, pastured dairy and eggs, is particularly important. We may also make small amounts from the K1 found in green vegetables.
- Sucking habits from birth to age four. Breast feeding protects against malocclusion. Bottle feeding, pacifiers and finger sucking probably increase the risk of malocclusion. Cup feeding and orthodontic pacifiers are probably acceptable alternatives.
- Food toughness. The jaws probably require stress from tough food to develop correctly. This can contribute to the widening of the dental arch until roughly age 17. Beef jerky, raw vegetables, raw fruit, tough cuts of meat and nuts are all good ways to exercise the jaws.

In one, he made more space in her jaws by extracting teeth. In the other, he put in an apparatus that broadened her dental arch, which roughly mimics the natural process of arch growth during childhood and adolescence. This had profound effects on the girls' subsequent occlusion and facial structure:

Thanks to the Weston A Price foundation's recent newsletter for the study reference.
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