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Published in: European Journal of Nutrition 7/2018

01-10-2018 | Original Contribution

Baseline glucoregulatory function moderates the effect of dairy milk and fruit juice on postprandial cognition in healthy young adults

Authors: Jason R. Anderson, Misty A. W. Hawkins, John Updegraff, John Gunstad, Mary Beth Spitznagel

Published in: European Journal of Nutrition | Issue 7/2018

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Abstract

Purpose

Few studies have examined acute cognitive effects of dairy products. Prior work suggests baseline glucoregulatory function may moderate the relationship between macronutrient profile and postprandial cognition. This study examined the role of glucoregulatory function in postprandial cognition after milk, fruit juice, and a water control. We hypothesized juice would improve cognition in those with lower fasting glucose, while milk would improve cognition in those with higher fasting glucose.

Design

86 non-diabetic, non-hypoglycemic young adults attended three 8 AM testing sessions after fasting overnight. Fasting glucose was assessed via fingerstick at each session. Participants consumed 8 oz of 1% milk (12 g carbohydrates), apple juice (29 g carbohydrates), or water in a randomized, counterbalanced order, and completed repeatable standard and running memory continuous performance (SCPT—vigilance; RMCPT–working memory) and go/no-go (GNG–inhibitory control) tasks 30, 90, and 120 min post-ingestion.

Results

Participants with fasting glucose above 107.69 mg/dL made significantly fewer GNG commission errors overall after milk versus water, while the converse was observed when fasting glucose was below 70.85 mg/dL (p = 0.003). At 30 min, participants with fasting glucose above 105.80 mg/dL made significantly more RMCPT correct responses per minute after milk versus juice, while the opposite occurred when fasting glucose was below 76.85 mg/dL (p = 0.006). For both tasks, differences greatened as fasting glucose increased or decreased beyond these upper and lower bounds, respectively.

Conclusions

Consideration of baseline glucoregulatory function is crucial when assessing postprandial cognition, even in non-diabetic and non-hypoglycemic samples. Dairy milk may improve cognition in persons with higher fasting glucose.
Literature
1.
go back to reference Galioto R, Spitznagel MB (2016) The effects of breakfast and breakfast composition on cognition in adults. Adv Nutr 7(3):S576–S589CrossRef Galioto R, Spitznagel MB (2016) The effects of breakfast and breakfast composition on cognition in adults. Adv Nutr 7(3):S576–S589CrossRef
2.
go back to reference Fischer K, Colombani PC, Langhans W, Wenk C (2002) Carbohydrate to protein ratio in food and cognitive performance in the morning. Physiol Behav 75(3):411–423CrossRef Fischer K, Colombani PC, Langhans W, Wenk C (2002) Carbohydrate to protein ratio in food and cognitive performance in the morning. Physiol Behav 75(3):411–423CrossRef
3.
go back to reference Nilsson A, Radeborg K, Björck I (2009) Effects of differences in postprandial glycaemia on cognitive functions in healthy middle-ages subjects. Eur J Clin Nutr 63(1):113–120CrossRef Nilsson A, Radeborg K, Björck I (2009) Effects of differences in postprandial glycaemia on cognitive functions in healthy middle-ages subjects. Eur J Clin Nutr 63(1):113–120CrossRef
4.
go back to reference Nilsson A, Radeborg K, Björck I (2012) Effects on cognitive performance of modulating the postprandial blood glucose profile at breakfast. Eur J Clin Nutr 66(9):1039–1043CrossRef Nilsson A, Radeborg K, Björck I (2012) Effects on cognitive performance of modulating the postprandial blood glucose profile at breakfast. Eur J Clin Nutr 66(9):1039–1043CrossRef
5.
go back to reference Papanikolaou Y, Palmer H, Binns MA, Jenkins DJ, Greenwood CE (2006) Better cognitive performance following a low-glycaemic-index compared with a high-glycaemic-index carbohydrate meal in adults with type 2 diabetes. Diabetologia 49(5):855–862CrossRef Papanikolaou Y, Palmer H, Binns MA, Jenkins DJ, Greenwood CE (2006) Better cognitive performance following a low-glycaemic-index compared with a high-glycaemic-index carbohydrate meal in adults with type 2 diabetes. Diabetologia 49(5):855–862CrossRef
6.
go back to reference Jones EK, Sünram-Lea SI, Wesnes KA (2012) Acute ingestion of different macronutrients differentially enhances aspects of memory and attention in healthy young adults. Biol Psychol 89(2):477–486CrossRef Jones EK, Sünram-Lea SI, Wesnes KA (2012) Acute ingestion of different macronutrients differentially enhances aspects of memory and attention in healthy young adults. Biol Psychol 89(2):477–486CrossRef
7.
go back to reference Kaplan RJ, Greenwood CE, Winocur G, Wolever TM (2001) Dietary protein, carbohydrate, and fat enhance memory performance in the elderly. Am J Clin Nutr 74(5):687–693CrossRef Kaplan RJ, Greenwood CE, Winocur G, Wolever TM (2001) Dietary protein, carbohydrate, and fat enhance memory performance in the elderly. Am J Clin Nutr 74(5):687–693CrossRef
8.
go back to reference Crichton GE, Murphy KJ, Bryan J (2010) Dairy intake and cognitive health in middle-aged South Australians. Asia Pac J Clin Nutr 19(2):161–171PubMed Crichton GE, Murphy KJ, Bryan J (2010) Dairy intake and cognitive health in middle-aged South Australians. Asia Pac J Clin Nutr 19(2):161–171PubMed
9.
go back to reference Nyaradi A, Li J, Hickling S, Whitehouse AJ, Foster JK, Oddy WH (2013) Diet in the early years of life influences cognitive outcomes at 10 years: a prospective cohort study. Acta Paediatr 102(12):1165–1173CrossRef Nyaradi A, Li J, Hickling S, Whitehouse AJ, Foster JK, Oddy WH (2013) Diet in the early years of life influences cognitive outcomes at 10 years: a prospective cohort study. Acta Paediatr 102(12):1165–1173CrossRef
10.
go back to reference Rahmani K, Djazayery A, Habibi MI, Heidari H, Dorosti-Motlagh AR, Pourshahriari M, Azadbakht L (2011) Effects of dairy milk supplementation on improving the physical and mental function as well as school performance among children: results from a school feeding program. J Res Med Sci 16(4):469–476PubMedPubMedCentral Rahmani K, Djazayery A, Habibi MI, Heidari H, Dorosti-Motlagh AR, Pourshahriari M, Azadbakht L (2011) Effects of dairy milk supplementation on improving the physical and mental function as well as school performance among children: results from a school feeding program. J Res Med Sci 16(4):469–476PubMedPubMedCentral
11.
go back to reference Crichton GE, Murphy KJ, Howe PR, Buckley JD, Bryan J (2012) Dairy consumption and working memory performance in overweight and obese adults. Appetite 59(1):34–40CrossRef Crichton GE, Murphy KJ, Howe PR, Buckley JD, Bryan J (2012) Dairy consumption and working memory performance in overweight and obese adults. Appetite 59(1):34–40CrossRef
12.
go back to reference Anderson GH, Luhovyy B, Akhavan T, Panahi S (2011) Milk proteins in the regulation of body weight, satiety, food intake and glycemia. Nestle Nutr Workshop Ser Pediatr Program 67:147–159CrossRef Anderson GH, Luhovyy B, Akhavan T, Panahi S (2011) Milk proteins in the regulation of body weight, satiety, food intake and glycemia. Nestle Nutr Workshop Ser Pediatr Program 67:147–159CrossRef
13.
go back to reference Galioto R, Alosco ML, Calvo D, Gunstad J, van Dulmen M, Spitznagel MB (2015) Neurocognitive response to dairy milk versus fruit juice in obese and lean individuals. Transl Issues Psychol Sci 1(3):250–261CrossRef Galioto R, Alosco ML, Calvo D, Gunstad J, van Dulmen M, Spitznagel MB (2015) Neurocognitive response to dairy milk versus fruit juice in obese and lean individuals. Transl Issues Psychol Sci 1(3):250–261CrossRef
14.
go back to reference Brindal E, Baird D, Slater A, Danthiir V, Wilson C, Bowen J, Noakes M (2013) The effect of beverages varying in glycaemic load on postprandial glucose responses, appetite and cognition in 10-12-year-old school children. Br J Nutr 110(3):529–537CrossRef Brindal E, Baird D, Slater A, Danthiir V, Wilson C, Bowen J, Noakes M (2013) The effect of beverages varying in glycaemic load on postprandial glucose responses, appetite and cognition in 10-12-year-old school children. Br J Nutr 110(3):529–537CrossRef
15.
go back to reference American Diabetes Association (2016) Standards of medical care in diabetes-2016 abridged for primary care providers. Clin Diabetes 34(1):3–21CrossRef American Diabetes Association (2016) Standards of medical care in diabetes-2016 abridged for primary care providers. Clin Diabetes 34(1):3–21CrossRef
16.
go back to reference Marathe PH, Gao HX, Close KL (2017) American diabetes association standard of medical care in diabetes 2017. J Diabetes 9(4):320–324CrossRef Marathe PH, Gao HX, Close KL (2017) American diabetes association standard of medical care in diabetes 2017. J Diabetes 9(4):320–324CrossRef
17.
go back to reference Hawkins MA, Gunstad J, Calvo D, Spitznagel MB (2016) Higher fasting glucose is associated with poorer cognition among healthy young adults. Health Psychol 35(2):199–202CrossRef Hawkins MA, Gunstad J, Calvo D, Spitznagel MB (2016) Higher fasting glucose is associated with poorer cognition among healthy young adults. Health Psychol 35(2):199–202CrossRef
18.
go back to reference Nabb SL, Benton D (2006) The influence on cognition of the interaction between macro-nutrient content of breakfast and glucose tolerance. Physiol Behav 87(1):16–23CrossRef Nabb SL, Benton D (2006) The influence on cognition of the interaction between macro-nutrient content of breakfast and glucose tolerance. Physiol Behav 87(1):16–23CrossRef
19.
go back to reference Nabb SL, Benton D (2006) The effect of the interaction between glucose tolerance and breakfasts varying in carbohydrate and fibre on mood and cognition. Nutr Neurosci 9(3–4):161–168CrossRef Nabb SL, Benton D (2006) The effect of the interaction between glucose tolerance and breakfasts varying in carbohydrate and fibre on mood and cognition. Nutr Neurosci 9(3–4):161–168CrossRef
20.
go back to reference Segalowitz SJ, Mahaney P, Santesso DL, MacGregor L, Dywan J, Willer B (2007) Retest reliability in adolescents of a computerized neuropsychological battery used to assess recovery from concussion. NeuroRehabilitation 22(3):243–251PubMed Segalowitz SJ, Mahaney P, Santesso DL, MacGregor L, Dywan J, Willer B (2007) Retest reliability in adolescents of a computerized neuropsychological battery used to assess recovery from concussion. NeuroRehabilitation 22(3):243–251PubMed
21.
go back to reference Beglinger LJ, Gaydos B, Tangphao-Daniels O, Duff K, Kareken DA, Crawford DJ, Fastenau PS, Siemers ER (2005) Practice effects and the use of alternate forms in serial neuropsychological testing. Arch Clin Neuropsychol 20(4):517–529CrossRef Beglinger LJ, Gaydos B, Tangphao-Daniels O, Duff K, Kareken DA, Crawford DJ, Fastenau PS, Siemers ER (2005) Practice effects and the use of alternate forms in serial neuropsychological testing. Arch Clin Neuropsychol 20(4):517–529CrossRef
22.
go back to reference Awad N, Gagnon M, Desrochers A, Tsiakas M, Messier C (2002) Impact of peripheral glucoregulation on memory. Behav Neurosci 116(4):691–702CrossRef Awad N, Gagnon M, Desrochers A, Tsiakas M, Messier C (2002) Impact of peripheral glucoregulation on memory. Behav Neurosci 116(4):691–702CrossRef
23.
go back to reference Adan A (2012) Cognitive performance and dehydration. J Am Coll Nutr 31(2):71–78CrossRef Adan A (2012) Cognitive performance and dehydration. J Am Coll Nutr 31(2):71–78CrossRef
24.
go back to reference McClelland GH, Lynch JG Jr, Irwin JR, Spiller SA, Fitzsimons GJ (2015) Median splits, type II errors, and false-positive consumer psychology: don’t fight the power. J Consum Psychol 25(4):679–689CrossRef McClelland GH, Lynch JG Jr, Irwin JR, Spiller SA, Fitzsimons GJ (2015) Median splits, type II errors, and false-positive consumer psychology: don’t fight the power. J Consum Psychol 25(4):679–689CrossRef
25.
go back to reference Preacher KJ, Curran PJ, Bauer DJ (2006) Computational tools for probing interaction effects in multiple linear regression, multilevel modeling, and latent curve analysis. J Educ Behav Stat 31:437–448CrossRef Preacher KJ, Curran PJ, Bauer DJ (2006) Computational tools for probing interaction effects in multiple linear regression, multilevel modeling, and latent curve analysis. J Educ Behav Stat 31:437–448CrossRef
26.
go back to reference Hayes AF (2006) A primer on multilevel modeling. Hum Commun Res 32(4):385–410CrossRef Hayes AF (2006) A primer on multilevel modeling. Hum Commun Res 32(4):385–410CrossRef
27.
go back to reference Pinheiro J, Bates D, DebRoy S, Sarkar D, EISPACK, Heisterkamp S, van Willigen B, R Development Core Team (2016) Nlme: linear and nonlinear mixed effects models. R package version (Version 3.1-128). Retrieved from http://CRAN.R-project.org/package=nlme. Accessed 28 Dec 2016 Pinheiro J, Bates D, DebRoy S, Sarkar D, EISPACK, Heisterkamp S, van Willigen B, R Development Core Team (2016) Nlme: linear and nonlinear mixed effects models. R package version (Version 3.1-128). Retrieved from http://​CRAN.​R-project.​org/​package=​nlme. Accessed 28 Dec 2016
28.
go back to reference Philippou E, Constantinou M (2014) The influence of glycemic index on cognitive functioning: a systematic review of the evidence. Adv Nutr 5(2):119–130CrossRef Philippou E, Constantinou M (2014) The influence of glycemic index on cognitive functioning: a systematic review of the evidence. Adv Nutr 5(2):119–130CrossRef
29.
go back to reference Parsons MW, Gold PE (1992) Glucose enhancement of memory in elderly humans: an inverted-U dose–response curve. Neurobiol Aging 13(3):401–404CrossRef Parsons MW, Gold PE (1992) Glucose enhancement of memory in elderly humans: an inverted-U dose–response curve. Neurobiol Aging 13(3):401–404CrossRef
30.
go back to reference Owen L, Scholey AB, Finnegan Y, Sünram-lea SI (2012) The effect of glucose dose and fasting interval on cognitive function: a double-blind, placebo-control, six-way crossover study. Psychopharmacology 220(3):577–589CrossRef Owen L, Scholey AB, Finnegan Y, Sünram-lea SI (2012) The effect of glucose dose and fasting interval on cognitive function: a double-blind, placebo-control, six-way crossover study. Psychopharmacology 220(3):577–589CrossRef
32.
go back to reference Scheen AJ (2016) Precision medicine: the future in diabetes care? Diabetes Res Clin Pract 117:12–21CrossRef Scheen AJ (2016) Precision medicine: the future in diabetes care? Diabetes Res Clin Pract 117:12–21CrossRef
33.
go back to reference Edwards CM, Cusi K (2016) Prediabetes: a worldwide epidemic. Endocrinol Metab Clin North Am 45(4):751–764CrossRef Edwards CM, Cusi K (2016) Prediabetes: a worldwide epidemic. Endocrinol Metab Clin North Am 45(4):751–764CrossRef
34.
go back to reference Nielsen SJ, Popkin BM (2003) Patterns and trends in food portion sizes, 1977–1998. JAMA 289(4):450–453CrossRef Nielsen SJ, Popkin BM (2003) Patterns and trends in food portion sizes, 1977–1998. JAMA 289(4):450–453CrossRef
35.
go back to reference Bell L, Lamport DJ, Butler LT, Williams CM (2015) A review of the cognitive effects observed in humans following acute supplementation with flavonoids, and their associated mechanisms of action. Nutrients 7(12):10290–10306CrossRef Bell L, Lamport DJ, Butler LT, Williams CM (2015) A review of the cognitive effects observed in humans following acute supplementation with flavonoids, and their associated mechanisms of action. Nutrients 7(12):10290–10306CrossRef
36.
go back to reference Smith MA, Riby LM, Eekelen JA, Foster JK (2011) Glucose enhancement of human memory: a comprehensive research review of the glucose memory facilitation effect. Neurosci Biobehav Rev 35(3):770–783CrossRef Smith MA, Riby LM, Eekelen JA, Foster JK (2011) Glucose enhancement of human memory: a comprehensive research review of the glucose memory facilitation effect. Neurosci Biobehav Rev 35(3):770–783CrossRef
37.
go back to reference Owen L, Scholey A, Finnegan Y, Sünram-lea SI (2013) Response variability to glucose facilitation of cognitive enhancement. Br J Nutr 110(10):1873–1884CrossRef Owen L, Scholey A, Finnegan Y, Sünram-lea SI (2013) Response variability to glucose facilitation of cognitive enhancement. Br J Nutr 110(10):1873–1884CrossRef
Metadata
Title
Baseline glucoregulatory function moderates the effect of dairy milk and fruit juice on postprandial cognition in healthy young adults
Authors
Jason R. Anderson
Misty A. W. Hawkins
John Updegraff
John Gunstad
Mary Beth Spitznagel
Publication date
01-10-2018
Publisher
Springer Berlin Heidelberg
Published in
European Journal of Nutrition / Issue 7/2018
Print ISSN: 1436-6207
Electronic ISSN: 1436-6215
DOI
https://doi.org/10.1007/s00394-017-1505-0

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