Ancel Keys

Ancel Benjamin Keys (January 26, 1904 – November 20, 2004) was an American physiologist who studied the influence of diet on health. In particular, he hypothesized that replacing dietary saturated fat with polyunsaturated fat reduced cardiovascular heart disease.[1][2] Modern dietary recommendations by health organizations,[3][4] systematic reviews,[5][6] and national health agencies[7][8][9][10][11][12][13][14] corroborate this.

Ancel Keys
Keys in 1945
Born
Ancel Benjamin Keys

(1904-01-26)January 26, 1904
DiedNovember 20, 2004(2004-11-20) (aged 100)
Minneapolis, Minnesota, U.S.
Education
Known for
Spouse
Margaret Haney
(m. 1939)
Scientific career
Fields
InstitutionsUniversity of Minnesota
Academic advisorsAugust Krogh

Keys studied starvation in men and published The Biology of Human Starvation (1950), which remains the only source of its kind. He examined the epidemiology of cardiovascular disease and was responsible for two famous diets: K-rations, formulated as balanced meals for combat soldiers in World War II, and the Mediterranean diet, which he popularized with his wife Margaret.

Early life

Ancel Keys was born in Colorado Springs in 1904 to Benjamin Pious Keys (1883–1961) and Carolyn Emma Chaney (1885–1960), the sister of actor and director Lon Chaney.[15] In 1906 they moved to San Francisco before the 1906 San Francisco earthquake struck.[16] Shortly after the disaster, his family relocated to Berkeley where he grew up. Keys was intelligent as a boy; Lewis Terman, a noted psychologist and inventor of the Stanford-Binet IQ Test, described him as intellectually "gifted".[16] During his youth, he left high school to pursue odd jobs, such as shoveling bat guano in Arizona, being a powder monkey in a Colorado mine, and working in a lumber camp.[17] He eventually finished his secondary education and was admitted to the University of California at Berkeley in 1922.[17]

Higher education

At the University of California, Berkeley, Keys initially studied chemistry, but was dissatisfied and took some time off to work as an oiler aboard the American President Lines ship SS President Wilson, which traveled to China.[17] He then returned to Berkeley, switched majors, and graduated with a B.A. in economics and political science (1925) and M.S. in zoology (1928).[17]

For a brief time, he took up a job as a management trainee at Woolworth's, but returned to his studies at Scripps Institution of Oceanography in La Jolla on a fellowship.

In 1930, he received his Ph.D. in oceanography and biology from UC Berkeley.[17] He was then awarded a National Research Council fellowship that took him to Copenhagen, Denmark to study under August Krogh at the Zoophysiological Laboratory for two years.[17][18] During his studies with Krogh, he studied fish physiology and contributed numerous papers on the subject.[18]

Once his fellowship ended, he went to Cambridge but took some time off to teach at Harvard University, after which he returned to Cambridge and earned a second Ph.D. in physiology (1936).[17]

Scientific work

Early physiology studies

While doing fish research at Scripps, Keys would use statistical regressions to estimate the weight of fish from their length, at that time a pioneering use of biostatistics.[19] Once in Copenhagen (1931), he continued to study fish physiology and developed techniques for gill perfusion that provided evidence that fish regulated their sodium by controlling chloride excretion through their gills.[18][20][21] He would also use this perfusion method to study the effects of adrenaline and vasopressin ("pitressin") on gill fluid flow[22] and osmotic regulation in fishes.[23] He also designed an improved Kjeldahl apparatus, which improved upon Krogh's earlier design, and allowed for more rapid determination of nitrogen content in biological samples.[24] This would prove useful for activities as diverse as determining the protein content in grasshopper eggs[25] and anemia in humans.[26]

While at Harvard's Fatigue Laboratory, he was inspired by his Cambridge mentor Joseph Barcroft's ascent to the top of Tenerife's highest peak and his subsequent reports. Keys wrote up a proposal for an expedition to the Andes, suggesting the study could have practical value for Chilean miners who worked at high elevations.[17] He was given the go-ahead and, in 1935, assembled a team to study the effects of high altitude on the body,[16] such as how it affects blood pressure.[15] He spent a couple of months at 9,500 feet (3,000 m.), and then five weeks at elevations of 15,000 to 20,000 feet (4,500 to 6,000 m.).[17]

He noted there was no good way of predicting how well humans might adapt to high altitude, even if they adapted well to medium altitudes, which would be a problem for potential pilots in a time before pressure control had become practical.[27] It was from these studies that he outlined the phenomenon of human physiological adaptation to environmental changes as a predictable event, a novel idea in a time when such parameters as blood pressure and resting heart-rate were considered immutable characteristics of individuals.[28][29]

Development of K-rations

An example of a K-ration dinner. All the components were intended to fit into a box which would fit into a soldier's pocket

In 1936, Keys was offered a position at the Mayo Foundation in Rochester, where he continued his studies in physiology.[27] He left after a year, citing an intellectually stifling environment where research was secondary to clinical "doc business" and playing bridge.[17]

In 1937, he left the Mayo Foundation to teach physiology at the University of Minnesota,[30] where he founded the Laboratory of Physiological Hygiene. His earlier research on human physiology led to an assignment with the Army Quartermaster Corps, where they worked to develop a more portable and nonperishable ration that would provide enough calories to sustain soldiers (such as paratroopers) in the field for up to two weeks.[31]

This development did not begin without some turbulence. His colleague, Dr. Elsworth Buskirk, notes:

When it appeared that the U.S. would be in World War II, Keys went to the Quartermaster Food and Container Institute in Chicago to inquire about emergency rations. The story goes that he was told to go home and leave such things to the professionals. Undissuaded, he went to William Wrigley's office and secured $10,000 for the development of an emergency ration. Then, he went to the Cracker Jack Company. They couldn't supply money, but did provide the water-tight small box concept. The result was the K-ration in sealed Cracker Jack boxes.[31]

Once the basic design had been completed, the Navy, through the National Research Council, funded the testing of the K-rations on its sailors to determine their feasibility as a temporary and mobile food source. The initial ingredients of the K-ration were procured at a local Minneapolis grocery store—hard biscuits, dry sausage, hard candy, and chocolate.[16] The final product was different from Keys' original ingredients, but most of Keys' suggestions made it to the final product.[17] The rations weighed only 28 oz (790 g), but provided 3200 calories per day.[30] Though several sources claim the name was unrelated to Keys,[32] many historical references support the claim that the K-ration was indeed named after him.[17][31][33] The K-ration became such a success that it was often used for more than temporary sustenance, becoming a major staple of military nutrition.[17][31]

Starvation study

During World War II, Keys produced various studies related to human physical performance that were of interest to the military, such as studying the effects of testosterone on muscle work[34] and vitamin supplementation as a performance enhancer on adequately fed soldiers,[35][36] among many other similar studies. It was during the war that Keys and fellow researchers recognized the importance of knowing how to properly treat widespread starvation, since simple overfeeding for so many would be imprecise and there was a potential that the refeeding would fail.[31]

To gain insight into the physiology of starvation, in 1944 Keys carried out a starvation study with 36 conscientious objectors as test subjects in the Minnesota Starvation Experiment. At the time, conscientious objectors were being placed in virtual concentration camps, with a few functioning like the Civilian Public Service, so that recruiting them would prove easier than seeking out volunteers in the general population.[28][31] The original pool of 400 responders was reduced to 36 selectees, of whom 32 would go on to complete the study.[37] The main focus of the study was threefold: set a metabolic baseline for three months, study the physical and mental effects of starvation on the volunteers for six months, and then study the physical and mental effects of different refeeding protocols on them for three months.[28] The participants would first be placed on the three-month baseline diet of 3200 calories after which their calories were reduced to 1800 calories/day while expending 3000 calories in activities such as walking. The final three months were a refeeding period where the volunteers were divided into four groups, each receiving a different caloric intake.[28]

The war came to an end before the final results of the study could be published, but Keys sent his findings to various international relief agencies throughout Europe[17] and, by 1950, he completed publication of his two-volume 1385-page Biology of Human Starvation.[28][31]

Seven Countries Study

His interest in diet and cardiovascular disease (CVD) was prompted, in part, by seemingly counter-intuitive data: American business executives, presumably among the best-fed people, had high rates of heart disease, while in post-war Europe CVD rates had decreased sharply in the wake of reduced food supplies. Keys postulated a correlation between cholesterol levels and CVD and initiated a study of Minnesota businessmen (the first prospective study of CVD).[38] At a 1955 expert meeting at the World Health Organization in Geneva, Keys presented his diet-lipid-heart disease hypothesis.[39][40] As part of his argument, he presented a correlation between deaths from heart disease and percentage of fat in the diet that featured six countries.[41] His rationale and conclusions was heavily critiqued by two other epidemiologists.[42]

After observing in southern Italy the highest concentration of centenarians in the world, Keys hypothesized that a Mediterranean-style diet low in animal fat protected against heart disease and that a diet high in animal fats led to heart disease. This finding helped Keys initiate a long-term observational study, known as the Seven Countries Study, which appeared to show that serum cholesterol was strongly related to coronary heart disease mortality both at the population and at the individual level.[43][44]

Keys had concluded that saturated fats as found in milk and meat have adverse effects, while unsaturated fats found in vegetable oils had beneficial effects. This message was obscured for a 20-year period starting around 1985, when all dietary fats were considered unhealthy. This was driven largely by the hypothesis that all dietary fats cause obesity and cancer.[45] A 2015 systematic review and meta-analysis by the Cochrane Collaboration, an organisation which promotes evidence-based medicine, found that reducing saturated fat intake reduced the risk of cardiovascular disease, concluding: "Lifestyle advice to all those at risk of cardiovascular disease and to lower risk population groups should continue to include permanent reduction of dietary saturated fat and partial replacement by unsaturated fats."[5]

After Keys' retirement from the University of Minnesota in 1972, his protege Henry Blackburn, MD became director of the Laboratory of Physiological Hygiene.[46] Blackburn continued research on the role of lifestyle including diet in the cause and prevention of heart disease. The department played an active role in multicenter trials of the 1970s–80s and population strategies of surveillance and preventive interventions in Minnesota.

Minnesota Coronary Experiment

In 1968, about ten years after the beginning and two years after the first publication of the results of the Seven Countries Study, Keys and Ivan Frantz initiated a large randomized control trial, replacing saturated fats by food items with naturally high or artificially raised content of linoleic acid in an intervention group.

The randomized and blinded experiment ended in 1973. Results were not published until only much later in form of smaller excerpts as part of conference talks or doctoral theses. The raw data and analysis were discovered in 2013 in the estate of the principal investigator, Ivan Frantz. [47] [48] [49] [50]

The study shows no positive effects of the altered dietary intake. Cardiovascular mortality of patients over 65 years of age increased by the replacement of saturated fats.

The 2016 paper "Re-evaluation of the traditional diet-heart hypothesis: analysis of recovered data from Minnesota Coronary Experiment" concludes:

Results    The intervention group had significant reduction in serum cholesterol compared with controls (mean change from baseline −13.8% v −1.0%; P<0.001). Kaplan Meier graphs showed no mortality benefit for the intervention group in the full randomized cohort or for any prespecified subgroup. There was a 22% higher risk of death for each 30 mg/dL (0.78 mmol/L) reduction in serum cholesterol in covariate adjusted Cox regression models (hazard ratio 1.22, 95% confidence interval 1.14 to 1.32; P<0.001). There was no evidence of benefit in the intervention group for coronary atherosclerosis or myocardial infarcts. Systematic review identified five randomized controlled trials for inclusion (n=10 808). In meta-analyses, these cholesterol lowering interventions showed no evidence of benefit on mortality from coronary heart disease (1.13, 0.83 to 1.54) or all cause mortality (1.07, 0.90 to 1.27).
Conclusions     Available evidence from randomized controlled trials shows that replacement of saturated fat in the diet with linoleic acid effectively lowers serum cholesterol but does not support the hypothesis that this translates to a lower risk of death from coronary heart disease or all causes. Findings from the Minnesota Coronary Experiment add to growing evidence that incomplete publication has contributed to overestimation of the benefits of replacing saturated fat with vegetable oils rich in linoleic acid.[51]

Keys equation

The Keys equation predicts the effect of saturated and polyunsaturated fatty acids in the diet on serum cholesterol levels. Keys found that saturated fats increase total and LDL cholesterol twice as much as polyunsaturated fats lower them.[52]

Change in serum cholesterol concentration
(mmol/L) = 0.031(2Dsf − Dpuf) + 1.5Dch
where Dsf is the change in percentage of dietary energy from saturated fats, Dpuf is the change in percentage of dietary energy from polyunsaturated fats, and Dch is the change in intake of dietary cholesterol.[53]

BMI and other contributions

In a 1972 article, Keys and his coauthors promoted Adolphe Quetelet's body mass index (BMI) as "preferable over other indices of relative weight on [correlation with height and measures of body fatness] as well as on the simplicity of the calculation and, in contrast to percentage of average weight, the applicability to all populations at all times",[54] which the U.S. National Institutes of Health then popularized in 1985.[55][56]

Keys was always considered an interventionist. He generally shunned food fads and vigorously promoted the putative benefits of the "reasonably low-fat diets" which he contrasted with "the North American habit for making the stomach the garbage disposal unit for a long list of harmful foods."[57] Because of his influence in dietary science, Keys was featured on the cover of the January 13, 1961, issue of Time magazine.

Later years and death

When Keys was hired at the Mayo Foundation in 1936, he hired Margaret Haney (1909–2006) as a medical technologist.[31] In 1939 they married and had three children: Carrie D'Andrea, Henry Keys, and Martha McLain.[58] Carrie became a clinical psychologist and Henry became a physician and cancer researcher. Both are well respected contributors to their fields. Martha was shot dead by a thief in 1991 when she was 42.[59]

Together, Margaret and Keys co-authored three books, two of them bestsellers.[60] They earned enough royalties to build Minnelea, their villa in the seaside village of Pioppi, in the Cilento region on the southwest coast of Italy, where Keys lived and worked from 1963 to 1998.[61][62] They also traveled the world, going to places like Japan and South Africa to record data for Keys's published works, such as the Seven Countries Study.[17] The village of Pioppi became the location of the Living Museum of the Mediterranean Diet, which houses a documentary, photograph and film archive regarding the historic, scientific, and cultural background of the Mediterranean diet.[62][63]

Keys appeared on the To Tell The Truth game show as the inventor of K-Rations, fooling two of the four panelists.[64]

Keys received three notable awards: Commander, Order of the Lion of Finland (1963), the McCollum Award from the American Society of Clinical Nutrition (1967), and an honorary doctor of science from the University of Minnesota (2001).[65]

Keys died on November 20, 2004, in Minneapolis, two months before his 101st birthday.[62][66][60]

Keys was an atheist.[67]

Criticism

Keys has received criticism from the low-carbohydrate diet community, who have argued that his Seven Countries Study excluded countries that did not fit his hypothesis.[68][69] Critics raised four primary objections to the Seven Countries Study, including (1) countries were selected and excluded based on a desired outcome; (2) France, a high-fat, low-heart disease country, was purposefully excluded from the survey; (3) dietary data in Greece taken during Lent introduced a distortion; and (4) sugar was not considered as a possible contributor to coronary heart disease. In response to this criticism, on August 1, 2017, the True Health Initiative released a 65-page white paper entitled "Ancel Keys and the Seven Countries Study: An Evidence-based Response to Revisionist Histories," correcting what they felt were historical inaccuracies and errors that low-carb advocates had perpetuated.[69][70]

Books

  • Keys, A.; Brozek, J.; Henschel, A.; Mickelsen, O.; Taylor, H. L. (1950). The Biology of Human Starvation (2 volumes). University of Minnesota Press. ISBN 978-0-8166-7234-9.
  • ; Keys, Margaret (1959). Eat Well and Stay Well. Doubleday. LCCN 59-6361.
  • ; Keys, Margaret (1967). The Benevolent Bean. Doubleday. LCCN 67-12853.
  • ; Keys, Margaret (1975). How to Eat Well and Stay Well the Mediterranean Way. Doubleday. ISBN 978-0-385-00906-5.
  • (1980). Seven Countries: A Multivariate Analysis of Death and Coronary Heart Disease. Harvard University Press. ISBN 978-0-674-49788-7.
  • (1999). Adventures of a Medical Scientist: Sixty Years of Research in Thirteen Countries. memoir, privately published. ISBN 978-0-9672072-0-9.[65]

References

Public Domain This article incorporates public domain material from Morbidity and Mortality Weekly Report. Centers for Disease Control and Prevention.

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  17. Hoffman, William (1979). "Meet Monsieur Cholesterol". University of Minnesota. University of Minnesota. Retrieved February 5, 2011.
  18. Zadunaisky, JA (1969). "The Chloride Cell: The Active Transport of Chloride and the Paracellular Pathways". In William Stewart Hoar; David J. Randall (eds.). Fish Physiology. pp. 130–136. ISBN 978-0-12-350430-2. Retrieved February 5, 2011. Ancel Keys was a fellow of the National Research Council of America, who did the perfusion experiment leading to the observation of chloride secretion in the Zoophysiological Laboratory in Copenhagen, Denmark, under the direction of August Krogh. {{cite book}}: |work= ignored (help)
  19. Blackburn, MD, Henry (1998). "Ancel Keys". University of Minnesota. University of Minnesota. Retrieved February 5, 2011.
  20. Keys, Ancel; Willmer, EN (1932). "'Chloride secreting cells' in the gills of fishes, with special reference to the common eel". The Journal of Physiology. 76 (3): 368–380. doi:10.1113/jphysiol.1932.sp002932. PMC 1394694. PMID 16994355.
  21. Keys, Ancel (1931). "The determination of chlorides with the highest accuracy". Z. Vergl. Physiol. 15 (2): 352–363. doi:10.1007/BF00339114. S2CID 28971898.
  22. Keys, Ancel; J.B. Bateman (1932). "Branchial Responses to Adrenaline and to Pitressin in the eel" (PDF). Biological Bulletin. 63 (2): 327–336. doi:10.2307/1537248. JSTOR 1537248. Retrieved February 5, 2011.
  23. Keys, Ancel (1933). "The Mechanism of Adaptation to Varying Salinity in the Common Eel and the General Problem of Osmotic Regulation in Fishes". Proceedings of the Royal Society B. 112 (776): 184–199. Bibcode:1933RSPSB.112..184K. doi:10.1098/rspb.1933.0002. JSTOR 81638.
  24. Keys, Ancel (1939). "A Rapid Micro-Kjeldahl Method". The Journal of Biological Chemistry. 132 (1): 181–187. doi:10.1016/S0021-9258(18)73407-8. Retrieved February 5, 2011. A micro-Kjeldahl method is described. The method is more rapid than the ordinary macro-Kjeldahl procedure and is not appreciably less accurate
  25. Trowbridge, Carolyn; Joseph Hall Bodine (1940). "Nitrogen content and distribution in eggs of Melanoplus differentialis during embryonic development" (PDF). Biological Bulletin. 79 (3): 452–458. doi:10.2307/1537901. JSTOR 1537901. Retrieved February 5, 2011.
  26. Jandi, James H. (1955). "The anemia of liver disease: observations on its mechanism". Journal of Clinical Investigation. 34 (3): 390–404. doi:10.1172/JCI103087. PMC 438641. PMID 14354009.
  27. Keys, Ancel (1936). "The Physiology of Life at High Altitudes". The Scientific Monthly. 43 (4): 289–312. Bibcode:1936SciMo..43..289K. JSTOR 16163.
  28. Kalm L, Semba R (2005). "They starved so that others be better fed: remembering Ancel Keys and the Minnesota experiment". J Nutr. 135 (6): 1347–1352. doi:10.1093/jn/135.6.1347. PMID 15930436.
  29. Keys, Ancel; Matthews, Bryan H. C.; Forbes, W. H.; McFarland, Ross A. (1938). "Individual Variations in Ability to Acclimatize to High Altitude". Proceedings of the Royal Society B. 126 (842): 1–24. Bibcode:1938RSPSB.126....1K. doi:10.1098/rspb.1938.0043. JSTOR 82153. S2CID 128707808.
  30. Reed, Christopher (December 8, 2004). "Ancel Keys The dietician who promoted the virtues of the Mediterranean diet". The Guardian. Retrieved February 5, 2011.
  31. Buskirk, ER (1992). "From Harvard to Minnesota: Keys to our History". Exercise and Sport Sciences Reviews. 20: 1–26. doi:10.1249/00003677-199200200-00001. PMID 1623883. Based on an appeal from the Army Quartermaster Corps, experiments to design and test rations for the promotion and maintenance of combat effectiveness for paratroopers were undertaken. Neither Keys nor the military was particularly interested in vitamins, but rather they wanted to put calories into a small packet of nonperishable food  ... the Keys or K-ration was designed in the Laboratory and at field test sites in both hot and cold areas on the North American continent.
  32. "Rations: The History of Rations". Conference Notes prepared for the Quartermaster General. The Quartermaster School. January 1949. Archived from the original on February 8, 2011. Retrieved February 6, 2011 via U.S. Army Quartermaster Museum.
  33. Schemmel, Rachel; Simin Vaghefi; Barbara Bowman (2001). "Olaf Mickelsen (July 29, 1912 to August 8, 1999)". Journal of Nutrition. 131 (2): 205–210. doi:10.1093/jn/131.2.205. PMID 11160534. During World War II, I worked with Dr. Ancel Keys on the K ration. This emergency ration was named after Dr. Keys because of the pioneering work he did in getting our country conscious of the fact that a ration of this type would be surely needed if we became embroiled in war.
  34. Samuels, Leo; Austin Henschel; Ancel Keys (1942). "Influence of Methyl Testosterone on Muscular Work and Creatine Metabolism in Normal Young Men". Journal of Clinical Endocrinology and Metabolism. 2 (11): 649–654. doi:10.1210/jcem-2-11-649. Retrieved February 6, 2011.
  35. Keys, Ancel; Austin Henschel; Olaf Mickelsen; Josef Brozek (1943). "The performance of normal young men on controlled thiamine intakes" (PDF). Journal of Clinical Nutrition. 26 (4): 399–415. Retrieved February 6, 2011.
  36. Keys, Ancel; Austin Henschel (1942). "Vitamin supplementation of US Army rations in relation to fatigue and the ability to do muscular work" (PDF). Journal of Clinical Nutrition. 23 (3): 259–269. Retrieved February 6, 2011.
  37. Keys, Ancel (1950). The Biology of Human Starvation. Minneapolis: University of Minnesota Press. p. 262.
  38. Keys A, Taylor HL, Blackburn H, Brozek J, Anderson JT, Simonson E (September 1, 1963). "Coronary heart disease among Minnesota business and professional men followed 15 years". Circulation. 28 (3): 381–395. doi:10.1161/01.cir.28.3.381. PMID 14059458.
  39. Henry Blackburn. "Famous Polemics on Diet-Heart Theory". School of Public Health, University of Minnesota. Archived from the original on March 27, 2014.
  40. Keys, Ancel (1980). Seven Countries: A Multivariate Analysis of Death and Coronary Heart Disease. Harvard University Press. ISBN 978-0-674-80237-7.
  41. Keys, A. (July 1953). "Atherosclerosis: a problem in newer public health". Journal of the Mount Sinai Hospital, New York. 20 (2): 118–139. ISSN 0099-9695. PMID 13085148.
  42. Yerushalmy, J.; Hilleboe, H. E. (July 15, 1957). "Fat in the diet and mortality from heart disease; a methodologic note". New York State Journal of Medicine. 57 (14): 2343–2354. ISSN 0028-7628. PMID 13441073.
  43. Kromhout D: "Serum cholesterol in cross-cultural perspective. The Seven-Countries Study". Acta Cardiol 1999;54:155–158
  44. Katan MB, Beynen AC. "Linoleic acid consumption and coronary heart disease in U.S.A. and U.K." Lancet. 1981 Aug 15;2(8242):371
  45. Prentice RL, Sheppard L. "Dietary fat and cancer: consistency of the epidemiologic data, and disease prevention that may follow from a practical reduction in fat consumption". Cancer Causes Control. 1990 Jul;1(1):81–97
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  47. "Minnesota Coronary Experiment  Trying To See In A Blizzard?". Boston Heart.
  48. Peter Whoriskey. "This study 40 years ago could have reshaped the American diet. But it was never fully published". The Washington Post.
  49. Editorial Board (April 29, 2016). "The heretical Minnesota heart study: When science stops asking questions". Chicago Tribune.
  50. "expert reaction to study on vegetable oil, cholesterol levels, and risk of heart disease | Science Media Centre". Retrieved February 10, 2022.
  51. Christopher E. Ramsden; Daisy Zamora; Sharon Majchrzak-Hong; Keturah R. Faurot; Steven K. Broste (April 12, 2016). "Re-evaluation of the traditional diet-heart hypothesis: analysis of recovered data from Minnesota Coronary Experiment (1968–73)". BMJ. 353: 179–185. doi:10.1136/bmj.i1246. ISSN 1756-1833. PMC 4836695. PMID 2707197.
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  54. Ancel Keys; Flaminio Fidanza; Martti J Karvonen; Noburu Kimura; Henry L Taylor (2014). "Reprints and Reflections: Indices of relative weight and obesity". Int. J. Epidemiol. 43 (3): 655–665 first published online April 1, 2014. doi:10.1093/ije/dyu058. PMID 24691951. Reprint of Keys A, Fidanza F, Karvonen MJ, Kimuru N, Taylor HL. "Indices of relative weight and obesity". J Chron Dis 1972. Vol. 25. pp. 329–343.
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