Dietary Inflammatory Index and Cognitive Function: Findings from a Cross-Sectional Study in Obese Chinese Township Population from 45 to 75 Years

References

• Jia L, Du Y, Chu L, et al. Prevalence, risk factors, and management of dementia and mild cognitive impairment in adults aged 60 years or older in China: a cross-sectional study. Lancet Public Health. 2020;5:e661–e671.
   PubMed Web of Science ®Google Scholar
• 2020 Alzheimer’s disease facts and figures. Alzheimers Dement; 2020.
   Google Scholar
• Ren R, Qi J, Lin S, et al. The China Alzheimer report 2022. Gen Psychiatr. 2022;35:e100751.
   PubMed Web of Science ®Google Scholar
• Yee A, Tsui NB, Chang YN, et al. Alzheimer’s disease: insights for risk evaluation and prevention in the Chinese population and the need for a comprehensive programme in Hong Kong/China. Hong Kong Med J. 2018;24:492–500.
   PubMed Web of Science ®Google Scholar
• Hovens IB, Dalenberg JR, Small DM. A brief neuropsychological battery for measuring cognitive functions associated with obesity. Obesity. 2019;27::1988–1996. doi:10.1002/oby.22644
   PubMed Web of Science ®Google Scholar
• Kandimalla R, Thirumala V, Reddy PH. Is Alzheimer’s disease a type 3 diabetes? A critical appraisal. Biochim Biophys Acta Mol Basis Dis. 2017;1863:1078–1089.
   PubMed Web of Science ®Google Scholar
• Dye L, Boyle NB, Champ C, Lawton C. The relationship between obesity and cognitive health and decline. Proc Nutr Soc. 2017;76:443–454. doi:10.1017/S0029665117002014
   PubMed Web of Science ®Google Scholar
• Karunathilaka N, Rathnayake S. Screening for mild cognitive impairment in people with obesity: a systematic review. BMC Endocr Disord. 2021;21:230.
   PubMed Web of Science ®Google Scholar
• Attuquayefio T, Stevenson RJ. A systematic review of longer-term dietary interventions on human cognitive function: emerging patterns and future directions. Appetite. 2015;95:554–570.
   PubMed Web of Science ®Google Scholar
• Edwards LM, Murray AJ, Holloway CJ, et al. Short-term consumption of a high-fat diet impairs whole-body efficiency and cognitive function in sedentary men. FASEB J. 2011;25:1088–1096. doi:10.1096/fj.10-171983
   PubMed Web of Science ®Google Scholar
• Ozawa M, Shipley M, Kivimaki M, Singh-Manoux A, Brunner EJ. Dietary pattern, inflammation and cognitive decline: the whitehall II prospective cohort study. Clin Nutr. 2017;36:506–512. doi:10.1016/j.clnu.2016.01.013
   PubMed Web of Science ®Google Scholar
• Hussain T, Tan B, Yin Y, Blachier F, Tossou MC, Rahu N. Oxidative stress and inflammation: what polyphenols can do for us? Oxid Med Cell Longev. 2016;2016(7432797):1–9. doi:10.1155/2016/7432797
   Google Scholar
• Martinez-Lapiscina EH, Clavero P, Toledo E, et al. Mediterranean diet improves cognition: the PREDIMED-NAVARRA randomised trial. J Neurol Neurosurg Psychiatry. 2013;84:1318–1325. doi:10.1136/jnnp-2012-304792
   PubMed Web of Science ®Google Scholar
• Bradburn S, Sarginson J, Murgatroyd CA. Association of peripheral interleukin-6 with global cognitive decline in non-demented adults: a meta-analysis of prospective studies. Front Aging Neurosci. 2017;9:438.
   PubMed Web of Science ®Google Scholar
• Walker KA, Hoogeveen RC, Folsom AR, et al. Midlife systemic inflammatory markers are associated with late-life brain volume: the ARIC study. Neurology. 2017;89:2262–2270.
   PubMed Web of Science ®Google Scholar
• Shivappa N, Steck SE, Hurley TG, Hussey JR, Hébert JR. Designing and developing a literature-derived, population-based dietary inflammatory index. Public Health Nutr. 2014;17:1689–1696. doi:10.1017/S1368980013002115
   PubMed Web of Science ®Google Scholar
• Zhang J, Feng Y, Yang X, et al. Dose-response association of the dietary inflammatory potential with all-cause and cause-specific mortality. Adv Nutr. 2022;13:1834–1845. doi:10.1093/advances/nmac049
   PubMed Web of Science ®Google Scholar
• Wang X, Li T, Li H, et al. Association of dietary inflammatory potential with blood inflammation: the prospective markers on mild cognitive impairment. Nutrients. 2022;14.2417
   PubMedGoogle Scholar
• Gholamalizadeh M, Ahmadzadeh M, BourBour F, et al. Associations between the dietary inflammatory index with obesity and body fat in male adolescents. BMC Endocr Disord. 2022;22(115). doi:10.1186/s12902-022-01001-x
   PubMedGoogle Scholar
• Hayden KM, Beavers DP, Steck SE, et al. The association between an inflammatory diet and global cognitive function and incident dementia in older women. Women’s Health Initiative Memory Study Alzheimers Dement. 2017;13:1187–1196.
   Google Scholar
• Frith E, Shivappa N, Mann JR, Hébert JR, Wirth MD, Loprinzi PD. Dietary inflammatory index and memory function: population-based national sample of elderly Americans. Br J Nutr. 2018;119:552–558.
   PubMed Web of Science ®Google Scholar
• Hirko KA, Chai B, Spiegelman D, et al. Erythrocyte membrane fatty acids and breast cancer risk: a prospective analysis in the nurses’ health study II. Int J Cancer. 2018;142:1116–1129.
   PubMed Web of Science ®Google Scholar
• Hashemi S, Amani R, cheraghian B, Neamatpour S. Stress and anxiety levels are associated with erythrocyte fatty acids content in young women. Iran J Psychiatry. 2020;15:47–54.
   PubMedGoogle Scholar
• Svegliati-Baroni G, Pierantonelli I, Torquato P, et al. Lipidomic biomarkers and mechanisms of lipotoxicity in non-alcoholic fatty liver disease. Free Radic Biol Med. 2019;144:293–309. doi:10.1016/j.freeradbiomed.2019.05.029
   PubMed Web of Science ®Google Scholar
• Shen J, Li J, Hua Y, et al. Association between the erythrocyte membrane fatty acid profile and cognitive function in the overweight and obese population aged from 45 to 75 years old. Nutrients. 2022;14:914. doi:10.3390/nu14040914
   PubMed Web of Science ®Google Scholar
• Zhao T, Huang H, Li J, et al. Association between erythrocyte membrane fatty acids and gut bacteria in obesity-related cognitive dysfunction. AMB Express. 2023;13:148.
   PubMed Web of Science ®Google Scholar
• Chen C, Lu FC. Department of disease control ministry of health PRC: the guidelines for prevention and control of overweight and obesity in Chinese adults. Biomed Environ Sci. 2004;17 Suppl:1–36.
   PubMedGoogle Scholar
• Ding B, Xiao R, Ma W, Zhao L, Bi Y, Zhang Y. The association between macronutrient intake and cognition in individuals aged under 65 in China: a cross-sectional study. BMJ Open. 2018;8:e018573. doi:10.1136/bmjopen-2017-018573
   PubMed Web of Science ®Google Scholar
• Dong Y, Yean Lee W, Hilal S, et al. Comparison of the Montreal cognitive assessment and the mini-mental state examination in detecting multi-domain mild cognitive impairment in a Chinese sub-sample drawn from a population-based study. Int Psychogeriatr. 2013;25:1831–1838.
   PubMed Web of Science ®Google Scholar
• Huang H, Zhao T, Li J, Shen J, Xiao R, Ma W. Gut microbiota regulation of inflammatory cytokines and microRNAs in diabetes-associated cognitive dysfunction. Appl Microbiol Biotechnol. 2023;107:7251–7267. doi:10.1007/s00253-023-12754-3
   PubMed Web of Science ®Google Scholar
• Zhang W, Li Q, Shi L, et al. Investigation of dietary intake of cadmium in certain polluted area of south in China. Wei Sheng Yan Jiu. 2009;38(552–554):557.
   PubMedGoogle Scholar
• Chinese Elderly Type 2 Diabetes P, Treatment of Clinical Guidelines Writing G, Geriatric E, Metabolism Branch of Chinese Geriatric S, Geriatric E, Metabolism Branch of Chinese Geriatric Health Care S, Geriatric Professional Committee of Beijing Medical Award F, National Clinical Medical Research Center for Geriatric D. [Clinical guidelines for prevention and treatment of type 2 diabetes mellitus in the elderly in China (2022 edition)]. Zhonghua Nei Ke Za Zhi. 2022;61:12–50. Chinese.
   PubMedGoogle Scholar
• Yuan G, Al-Shali KZ, Hegele RA. Hypertriglyceridemia: its etiology, effects and treatment. CMAJ. 2007;176:1113–1120.
   PubMed Web of Science ®Google Scholar
• Keawtep P, Wichayanrat W, Boripuntakul S, Chattipakorn SC, Sungkarat S. Cognitive benefits of physical exercise, physical-cognitive training, and technology-based intervention in obese individuals with and without postmenopausal condition: a narrative review. Int J Environ Res Public Health. 2022;19:13364. doi:10.3390/ijerph192013364
   PubMed Web of Science ®Google Scholar
• De Franciscis P, Barbieri M, Leo S, et al. Serum adiponectin levels are associated with worse cognitive function in postmenopausal women. PLoS One. 2017;12:e0186205. doi:10.1371/journal.pone.0186205
   PubMed Web of Science ®Google Scholar
• Kaur S, Gonzales MM, Tarumi T, et al. Serum brain-derived neurotrophic factor mediates the relationship between abdominal adiposity and executive function in middle age. J Int Neuropsychol Soc. 2016;22:493–500. doi:10.1017/S1355617716000230
   PubMed Web of Science ®Google Scholar
• Benito-Leon J, Mitchell AJ, Hernandez-Gallego J, Bermejo-Pareja F. Obesity and impaired cognitive functioning in the elderly: a population-based cross-sectional study (NEDICES). Eur J Neurol. 2013;20(899–906):e876–897. doi:10.1111/ene.12083
   Google Scholar
• Fan R, Zhao L, Tong C, Qian XM, Xiao R, Ma WW. Inflammation and cognitive function in overweight and obese Chinese individuals. Cogn Behav Neurol. 2019;32:217–224. doi:10.1097/WNN.0000000000000206
   PubMed Web of Science ®Google Scholar
• Pavarini SCI, Brigola AG, Ottaviani AC, et al. Factors associated with cognitive performance in elderly caregivers. Arq Neuropsiquiatr. 2018;76:685–691.
   PubMed Web of Science ®Google Scholar
• Chen JM, Li QW, Jiang GX, et al. Association of neck circumference and cognitive impairment among Chinese elderly. Brain Behav. 2018;8:e00937. doi:10.1002/brb3.937
   PubMed Web of Science ®Google Scholar
• Shatenstein B, Kergoat MJ, Reid I. Poor nutrient intakes during 1-year follow-up with community-dwelling older adults with early-stage Alzheimer dementia compared to cognitively intact matched controls. J Am Diet Assoc. 2007;107:2091–2099.
   PubMedGoogle Scholar
• Staekenborg SS, Kelly N, Schuur J, et al. Education as proxy for cognitive reserve in a large elderly memory clinic: ‘window of benefit’. J Alzheimers Dis. 2020;76:671–679. doi:10.3233/JAD-191332
   PubMed Web of Science ®Google Scholar
• Lee HJ, Jang J, Choi DW, Chae W, Park EC, Jang SI. Association between change in lifestyle and cognitive functions among elderly Koreans: findings from the Korean longitudinal study of aging (2006-2016). BMC Geriatr. 2020;20(317). doi:10.1186/s12877-020-01693-7
   Google Scholar
• Wei J, Yin X, Liu Q, Tan L, Jia C. Association between hypertension and cognitive function: a cross-sectional study in people over 45 years old in China. J Clin Hypertens. 2018;20:1575–1583.
   Web of Science ®Google Scholar
• Damanik J, Yunir E. Type 2 diabetes mellitus and cognitive impairment. Acta Med Indones. 2021;53:213–220.
   PubMed Web of Science ®Google Scholar
• Gerber Y, VanWagner LB, Yaffe K, et al. Non-alcoholic fatty liver disease and cognitive function in middle-aged adults: the CARDIA study. BMC Gastroenterol. 2021;21(96). doi:10.1186/s12876-021-01681-0
   PubMedGoogle Scholar
• Leigh SJ, Morris MJ. Diet, inflammation and the gut microbiome: mechanisms for obesity-associated cognitive impairment. Biochim Biophys Acta Mol Basis Dis. 2020;1866:165767.
   PubMed Web of Science ®Google Scholar
• Kendel Jovanovic G, Mrakovcic-Sutic I, Pavicic Zezelj S, Susa B, Rahelic D, Klobucar Majanovic S. The efficacy of an energy-restricted anti-inflammatory diet for the management of obesity in younger adults. Nutrients. 2020;12:3583. doi:10.3390/nu12113583
   PubMed Web of Science ®Google Scholar
• Duggan C, Tapsoba JD, Shivappa N, et al. Changes in dietary inflammatory index patterns with weight loss in women: a randomized controlled trial. Cancer Prev Res. 2021;14:85–94. doi:10.1158/1940-6207.CAPR-20-0181
   PubMed Web of Science ®Google Scholar
• Mazidi M, Shivappa N, Wirth MD, et al. Dietary inflammatory index and cardiometabolic risk in US adults. Atherosclerosis. 2018;276:23–27. doi:10.1016/j.atherosclerosis.2018.02.020
   PubMed Web of Science ®Google Scholar
• Oliveira TMS, Bressan J, Pimenta AM, et al. Dietary inflammatory index and prevalence of overweight and obesity in Brazilian graduates from the Cohort of universities of Minas Gerais (CUME project). Nutrition. 2020;71(110635):110635. doi:10.1016/j.nut.2019.110635
   PubMedGoogle Scholar
• Ramallal R, Toledo E, Martínez JA, et al. Inflammatory potential of diet, weight gain, and incidence of overweight/obesity: the SUN cohort. Obesity. 2017;25:997–1005. doi:10.1002/oby.21833
   PubMed Web of Science ®Google Scholar
• Shivappa N, Bonaccio M, Hebert JR, et al. Moli-sani study I: association of proinflammatory diet with low-grade inflammation: results from the Moli-sani study. Nutrition. 2018;54:182–188. doi:10.1016/j.nut.2018.04.004
   PubMed Web of Science ®Google Scholar
• Muhammad HFL, van Baak MA, Mariman EC, et al. Dietary inflammatory index score and its association with body weight, blood pressure, lipid profile, and leptin in Indonesian adults. Nutrients. 2019;11:148. doi:10.3390/nu11010148
   PubMed Web of Science ®Google Scholar
• Abdurahman AA, Azadbakhat L, Rasouli M, Chamari M, Qorbani M, Dorosty AR. Association of dietary inflammatory index with metabolic profile in metabolically healthy and unhealthy obese people. Nutr Diet. 2019;76:192–198.
   PubMed Web of Science ®Google Scholar
• Bazyar H, Zare Javid A, Bavi Behbahani H, et al. The association between dietary inflammatory index with sleep quality and obesity amongst Iranian female students: a cross-sectional study. Int J Clin Pract. 2021;75:e14061.
   PubMed Web of Science ®Google Scholar
• Mrityunjaya M, Pavithra V, Neelam R, Janhavi P, Halami PM, Ravindra PV. Immune-boosting, antioxidant and anti-inflammatory food supplements targeting pathogenesis of COVID-19. Front Immunol. 2020;11(570122). doi:10.3389/fimmu.2020.570122
   PubMedGoogle Scholar
• Feng L, Sun F, Chen Y, Athari SS, Chen X. Studying the effects of vitamin a on the severity of allergic rhinitis and asthma. Iran J Allergy Asthma Immunol. 2021;20:648–692. doi:10.18502/ijaai.v20i6.8018
   PubMed Web of Science ®Google Scholar
• von Martels JZH, Bourgonje AR, Klaassen MAY, et al. Riboflavin supplementation in patients with crohn’s disease [the RISE-UP study]. J Crohns Colitis. 2020;14:595–607. doi:10.1093/ecco-jcc/jjz208
   PubMedGoogle Scholar
• Shahi A, Aslani S, Ataollahi M, Mahmoudi M. The role of magnesium in different inflammatory diseases. Inflammopharmacology. 2019;27:649–661.
   PubMed Web of Science ®Google Scholar
• Zhang X, Wang Y, Liu W, et al. Diet quality, gut microbiota, and microRNAs associated with mild cognitive impairment in middle-aged and elderly Chinese population. Am J Clin Nutr. 2021;114:429–440.
   PubMed Web of Science ®Google Scholar
• Liu Q, Zhou D, Duan H, et al. Association of dietary inflammatory index and leukocyte telomere length with mild cognitive impairment in Chinese older adults. Nutr Neurosci. 2021;26:1–10.
   PubMed Web of Science ®Google Scholar
• Song W, Feng Y, Gong Z, Tian C. The association between dietary inflammatory index and cognitive performance in older adults aged 60 years and older. Front Nutr. 2022;9:748000. doi:10.3389/fnut.2022.748000
   PubMed Web of Science ®Google Scholar
• Shin D, Kwon SC, Kim MH, et al. Inflammatory potential of diet is associated with cognitive function in an older adult Korean population. Nutrition. 2018;55–56:56–62. doi:10.1016/j.nut.2018.02.026
   PubMed Web of Science ®Google Scholar
• Kesse-Guyot E, Assmann KE, Andreeva VA, et al. Long-term association between the dietary inflammatory index and cognitive functioning: findings from the SU.VI.MAX study. Eur J Nutr. 2017;56:1647–1655.
   PubMed Web of Science ®Google Scholar
• Ravaut G, Legiot A, Bergeron KF, Mounier C. Monounsaturated fatty acids in obesity-related inflammation. Int J Mol Sci. 2020;22:330. doi:10.3390/ijms22010330
   PubMed Web of Science ®Google Scholar
• Dhaunsi GS, Kaur J, Alsaeid K, Turner RB, Bitar MS. Very long chain fatty acids activate NADPH oxidase in human dermal fibroblasts. Cell Biochem Funct. 2005;23:65–68.
   PubMed Web of Science ®Google Scholar
• Venn-Watson S, Lumpkin R, Dennis EA. Efficacy of dietary odd-chain saturated fatty acid pentadecanoic acid parallels broad associated health benefits in humans: could it be essential? Sci Rep. 2020;10:8161.
   PubMed Web of Science ®Google Scholar
• Huang L, Lin JS, Aris IM, Yang G, Chen WQ, Li LJ. Circulating saturated fatty acids and incident type 2 diabetes: a systematic review and meta-analysis. Nutrients. 2019;11:998. doi:10.3390/nu11050998
   PubMed Web of Science ®Google Scholar
• Kurotani K, Sato M, Yasuda K, et al. Even- and odd-chain saturated fatty acids in serum phospholipids are differentially associated with adipokines. PLoS One. 2017;12:e0178192. doi:10.1371/journal.pone.0178192
   PubMed Web of Science ®Google Scholar
• Rocha DM, Bressan J, Hermsdorff HH. The role of dietary fatty acid intake in inflammatory gene expression: a critical review. Sao Paulo Med J. 2017;135:157–168.
   PubMed Web of Science ®Google Scholar
• Mika A, Sikorska-Wisniewska M, Malgorzewicz S, et al. Potential contribution of monounsaturated fatty acids to cardiovascular risk in chronic kidney disease. Pol Arch Intern Med. 2018;128:755–763. doi:10.20452/pamw.4376
   PubMedGoogle Scholar
• Czepiel J, Gdula-Argasinska J, Garlicki A. n-3 and n-6 fatty acid changes in the erythrocyte membranes of patients with 658240251 clostridium difficile infection. Folia Biol. 2016;64:3–10. doi:10.3409/fb64_1.3
   PubMed Web of Science ®Google Scholar
• Wang T, Fu X, Chen Q, et al. Arachidonic Acid Metabolism and Kidney Inflammation. Int J Mol Sci. 2019;20:3683
   PubMed Web of Science ®Google Scholar
• Mariamenatu AH, Abdu EM. overconsumption of omega-6 polyunsaturated fatty acids (PUFAs) versus deficiency of omega-3 PUFAs in modern-day diets: the disturbing factor for their ”balanced antagonistic metabolic functions” in the human body. J Lipids. 2021:8848161.
   PubMed Web of Science ®Google Scholar
• Bigornia SJ, Scott TM, Harris WS, Tucker KL. Prospective associations of erythrocyte composition and dietary intake of n-3 and n-6 PUFA with measures of cognitive function. Nutrients. 2018;10:1253. doi:10.3390/nu10091253
   PubMed Web of Science ®Google Scholar
• Duan Q, Fan R, Lei R, Ma W, Ding B. Plasma fatty acid profile is related to cognitive function in obese Chinese populations (35–64 years): a cross-sectional study. Food Sci Nutr. 2020;8:4773–4781.
   PubMed Web of Science ®Google Scholar