Association of Dietary Inflammatory Index and Thyroid Function in Patients with Hashimoto’s Thyroiditis: An Observational Cross–Sectional Multicenter Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Participants
2.2. Blood Samples and Laboratory Assessments
2.3. The Assessment of Dietary Intake
2.4. The Inflammatory Potential of Participants’ Diet
2.5. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Hu, X.; Chen, Y.; Shen, Y.; Tian, R.; Sheng, Y.; Que, H. Global prevalence and epidemiological trends of Hashimoto′s thyroiditis in adults: A systematic review and meta-analysis. Front. Public Health 2022, 10, 1020709. [Google Scholar] [CrossRef] [PubMed]
- Mikulska, A.A.; Karaźniewicz-Łada, M.; Filipowicz, D.; Ruchała, M.; Główka, F.K. Metabolic Characteristics of Hashimoto′s Thyroiditis Patients and the Role of Microelements and Diet in the Disease Management-An Overview. Int. J. Mol. Sci. 2022, 23, 6580. [Google Scholar] [CrossRef]
- Esposito, T.; Lobaccaro, J.M.; Esposito, M.G.; Monda, V.; Messina, A.; Paolisso, G.; Varriale, B.; Monda, M.; Messina, G. Effects of low-carbohydrate diet therapy in overweight subjects with autoimmune thyroiditis: Possible synergism with ChREBP. Drug Des. Devel Ther. 2016, 10, 2939–2946. [Google Scholar] [CrossRef]
- Pearce, E.N. Thyroid hormone and obesity. Curr. Opin. Endocrinol. Diabetes Obes. 2012, 19, 408–413. [Google Scholar] [CrossRef]
- Biondi, B. Thyroid and obesity: An intriguing relationship. J. Clin. Endocrinol. Metab. 2010, 95, 3614–3617. [Google Scholar] [CrossRef] [PubMed]
- Knudsen, N.; Laurberg, P.; Rasmussen, L.B.; Bülow, I.; Perrild, H.; Ovesen, L.; Jørgensen, T. Small differences in thyroid function may be important for body mass index and the occurrence of obesity in the population. J. Clin. Endocrinol. Metab. 2005, 90, 4019–4024. [Google Scholar] [CrossRef]
- Marzullo, P.; Minocci, A.; Tagliaferri, M.A.; Guzzaloni, G.; Di Blasio, A.; De Medici, C.; Aimaretti, G.; Liuzzi, A. Investigations of thyroid hormones and antibodies in obesity: Leptin levels are associated with thyroid autoimmunity independent of bioanthropometric, hormonal, and weight-related determinants. J. Clin. Endocrinol. Metab. 2010, 95, 3965–3972. [Google Scholar] [CrossRef] [PubMed]
- Song, R.H.; Wang, B.; Yao, Q.M.; Li, Q.; Jia, X.; Zhang, J.A. The Impact of Obesity on Thyroid Autoimmunity and Dysfunction: A Systematic Review and Meta-Analysis. Front. Immunol. 2019, 10, 2349. [Google Scholar] [CrossRef]
- Sanyal, D.; Raychaudhuri, M. Hypothyroidism and obesity: An intriguing link. Indian. J. Endocrinol. Metab. 2016, 20, 554–557. [Google Scholar] [CrossRef]
- Tsigalou, C.; Vallianou, N.; Dalamaga, M. Autoantibody Production in Obesity: Is There Evidence for a Link Between Obesity and Autoimmunity? Curr. Obes. Rep. 2020, 9, 245–254. [Google Scholar] [CrossRef]
- Karczewski, J.; Zielińska, A.; Staszewski, R.; Eder, P.; Dobrowolska, A. Metabolic link between obesity and autoimmune diseases. Eur. Cytokine Netw. 2021, 32, 64–72. [Google Scholar] [CrossRef]
- Shivappa, N.; Steck, S.E.; Hurley, T.G.; Hussey, J.R.; Hébert, J.R. Designing and developing a literature-derived, population-based dietary inflammatory index. Public Health Nutr. 2014, 17, 1689–1696. [Google Scholar] [CrossRef] [PubMed]
- Marx, W.; Veronese, N.; Kelly, J.T.; Smith, L.; Hockey, M.; Collins, S.; Trakman, G.L.; Hoare, E.; Teasdale, S.B.; Wade, A.; et al. The Dietary Inflammatory Index and Human Health: An Umbrella Review of Meta-Analyses of Observational Studies. Adv. Nutr. 2021, 12, 1681–1690. [Google Scholar] [CrossRef]
- Corrêa, C.R.; da Costa, B.G.G.; Silva, K.S.; Shivappa, N.; Wirth, M.D.; Hébert, J.R.; Nunes, E.A. A higher energy-adjusted Dietary Inflammatory Index is positively associated with total and visceral body fat in young male adults. J. Hum. Nutr. Diet. 2022, 35, 1136–1150. [Google Scholar] [CrossRef]
- Kenđel Jovanović, G.; Pavičić Žeželj, S.; Klobučar Majanović, S.; Mrakovcic-Sutic, I.; Šutić, I. Metabolic syndrome and its association with the Dietary Inflammatory Index (DII). J. Hum. Nutr. Diet. 2020, 33, 128–137. [Google Scholar] [CrossRef]
- Liu, N.; Ma, F.; Feng, Y.; Ma, X. The Association between the Dietary Inflammatory Index and Thyroid Function in U.S. Adult Males. Nutrients 2021, 13, 3330. [Google Scholar] [CrossRef] [PubMed]
- Lécuyer, L.; Laouali, N.; Hajji-Louati, M.; Paquet, M.; Souchard, V.; Karimi, M.; Schvartz, C.; Guizard, A.V.; Xhaard, C.; Rubino, C.; et al. Adapted dietary inflammatory index and differentiated thyroid carcinoma risk in two French population-based case-control studies. Eur. J. Nutr. 2022, 61, 1097–1108. [Google Scholar] [CrossRef] [PubMed]
- Wareham, N.J.; Jakes, R.W.; Rennie, K.L.; Schuit, J.; Mitchell, J.; Hennings, S.; Day, N.E. Validity and repeatability of a simple index derived from the short physical activity questionnaire used in the European Prospective Investigation into Cancer and Nutrition (EPIC) study. Public Health Nutr. 2003, 6, 407–413. [Google Scholar] [CrossRef]
- Chen, S.; Peng, Y.; Zhang, H.; Zou, Y. Relationship between thyroid function and dietary inflammatory index in Hashimoto thyroiditis patients. Medicine 2023, 102, e35951. [Google Scholar] [CrossRef] [PubMed]
- Wang, M.; Lu, X.; Zheng, X.; Liu, J. The relationship between dietary inflammatory index values and thyroid function in the US adult population: An analysis of the NHANES 2007–2012 cohort. Immun. Inflamm. Dis. 2023, 11, e1016. [Google Scholar] [CrossRef]
- Kostovcikova, K.; Coufal, S.; Galanova, N.; Fajstova, A.; Hudcovic, T.; Kostovcik, M.; Prochazkova, P.; Jiraskova Zakostelska, Z.; Cermakova, M.; Sediva, B.; et al. Diet Rich in Animal Protein Promotes Pro-inflammatory Macrophage Response and Exacerbates Colitis in Mice. Front. Immunol. 2019, 10, 919. [Google Scholar] [CrossRef] [PubMed]
- De Rosa, V.; La Cava, A.; Matarese, G. Metabolic pressure and the breach of immunological self-tolerance. Nat. Immunol. 2017, 18, 1190–1196. [Google Scholar] [CrossRef] [PubMed]
- Margină, D.; Ungurianu, A.; Purdel, C.; Tsoukalas, D.; Sarandi, E.; Thanasoula, M.; Tekos, F.; Mesnage, R.; Kouretas, D.; Tsatsakis, A. Chronic Inflammation in the Context of Everyday Life: Dietary Changes as Mitigating Factors. Int. J. Environ. Res. Public Health 2020, 17, 4135. [Google Scholar] [CrossRef]
- Rayman, M.P. Multiple nutritional factors and thyroid disease, with particular reference to autoimmune thyroid disease. Proc. Nutr. Soc. 2019, 78, 34–44. [Google Scholar] [CrossRef]
- Cayres, L.C.F.; de Salis, L.V.V.; Rodrigues, G.S.P.; Lengert, A.V.H.; Biondi, A.P.C.; Sargentini, L.D.B.; Brisotti, J.L.; Gomes, E.; de Oliveira, G.L.V. Detection of Alterations in the Gut Microbiota and Intestinal Permeability in Patients With Hashimoto Thyroiditis. Front. Immunol. 2021, 12, 579140. [Google Scholar] [CrossRef]
- de Oliveira Otto, M.C.; Mozaffarian, D.; Kromhout, D.; Bertoni, A.G.; Sibley, C.T.; Jacobs, D.R.; Nettleton, J.A. Dietary intake of saturated fat by food source and incident cardiovascular disease: The Multi-Ethnic Study of Atherosclerosis. Am. J. Clin. Nutr. 2012, 96, 397–404. [Google Scholar] [CrossRef] [PubMed]
- Shi, C.; Chen, J.; He, S.; Zhang, Y.; Yu, L. Cross-talk between the gut microbiota and hypothyroidism: A bidirectional two-sample Mendelian randomization study. Front. Nutr. 2024, 11, 1286593. [Google Scholar] [CrossRef]
- Bellastella, G.; Scappaticcio, L.; Caiazzo, F.; Tomasuolo, M.; Carotenuto, R.; Caputo, M.; Arena, S.; Caruso, P.; Maiorino, M.I.; Esposito, K. Mediterranean Diet and Thyroid: An Interesting Alliance. Nutrients 2022, 14, 4130. [Google Scholar] [CrossRef]
- Ihnatowicz, P.; Drywień, M.; Wątor, P.; Wojsiat, J. The importance of nutritional factors and dietary management of Hashimoto′s thyroiditis. Ann. Agric. Environ. Med. 2020, 27, 184–193. [Google Scholar] [CrossRef]
- Danailova, Y.; Velikova, T.; Nikolaev, G.; Mitova, Z.; Shinkov, A.; Gagov, H.; Konakchieva, R. Nutritional Management of Thyroiditis of Hashimoto. Int. J. Mol. Sci. 2022, 23, 5144. [Google Scholar] [CrossRef]
- Wang, F.; Li, C.; Li, S.; Cui, L.; Zhao, J.; Liao, L. Selenium and thyroid diseases. Front. Endocrinol. 2023, 14, 1133000. [Google Scholar] [CrossRef] [PubMed]
- Köhrle, J. Selenium and the thyroid. Curr. Opin. Endocrinol. Diabetes Obes. 2015, 22, 392–401. [Google Scholar] [CrossRef] [PubMed]
- Djuricic, I.; Calder, P.C. Beneficial Outcomes of Omega-6 and Omega-3 Polyunsaturated Fatty Acids on Human Health: An Update for 2021. Nutrients 2021, 13, 2421. [Google Scholar] [CrossRef] [PubMed]
- Davis, C.; Bryan, J.; Hodgson, J.; Murphy, K. Definition of the Mediterranean Diet; a Literature Review. Nutrients 2015, 7, 9139–9153. [Google Scholar] [CrossRef]
- Ruggeri, R.M.; Barbalace, M.C.; Croce, L.; Malaguti, M.; Campennì, A.; Rotondi, M.; Cannavò, S.; Hrelia, S. Autoimmune Thyroid Disorders: The Mediterranean Diet as a Protective Choice. Nutrients 2023, 15, 3953. [Google Scholar] [CrossRef]
- Obomsawin, A.; D′Amico, D.; Fiocco, A.J. The association between Mediterranean diet adherence and allostatic load in older adults. Psychoneuroendocrinology 2022, 143, 105840. [Google Scholar] [CrossRef]
Variables | Dietary Inflammatory Index Tertiles | p * | |||||
---|---|---|---|---|---|---|---|
T1 < −1.4 (n = 50) | T2 −1.39 to +1.20 (n = 51) | T3 > +1.21 (n = 48) | |||||
Mean | SD | Mean | SD | Mean | SD | ||
Age (years) | 47.52 | 11.73 | 48.90 | 12.68 | 45.43 | 14.24 | 0.42 |
Body mass index (kg/m2) | 27.46 | 4.45 | 28.74 | 5.92 | 28.80 | 7.46 | 0.46 |
n | % | n | % | n | % | ||
Gender | |||||||
Female | 44 | 88 | 49 | 96 | 47 | 98 | 0.09 |
Marital status | |||||||
Unmarried or without a partner | 6 | 12 | 7 | 14 | 7 | 14.6 | 0.36 |
Married or with a partner | 38 | 76 | 42 | 82 | 36 | 75 | |
Divorced | 6 | 12 | 2 | 4 | 3 | 6.3 | |
Widowed | 0 | 0 | 0 | 0 | 2 | 4.1 | |
Education level | |||||||
High school | 3 | 6 | 8 | 16 | 5 | 10.4 | 0.54 |
College | 34 | 68 | 34 | 66 | 33 | 68.8 | |
University | 13 | 26 | 9 | 18 | 10 | 20.8 | |
Occupation level | |||||||
Employed | 35 | 70 | 32 | 62 | 35 | 72.9 | 0.87 |
Unemployed | 4 | 8 | 8 | 16 | 5 | 10.4 | |
Student | 2 | 4 | 2 | 4 | 1 | 2.1 | |
Retired | 9 | 18 | 9 | 18 | 7 | 14.6 | |
Smoking | 0.82 | ||||||
Yes | 15 | 30 | 15 | 30 | 13 | 27 | |
No | 35 | 70 | 36 | 70 | 35 | 73 | |
Use of anti-inflammatory medications | 0.17 | ||||||
Yes | 17 | 34 | 27 | 52 | 23 | 47.9 | |
No | 33 | 66 | 24 | 47 | 25 | 52 | |
Physical activity level | |||||||
Low | 14 | 28 | 29 | 56 | 15 | 31.3 | 0.008 |
Moderate | 33 | 66 | 19 | 38 | 33 | 68.7 | |
High | 3 | 6 | 3 | 6 | 0 | 0 |
Variables | Dietary Inflammatory Index Tertiles | p * | |||||
---|---|---|---|---|---|---|---|
T1 < −1.4 (n = 50) | T2 −1.39 to +1.20 (n = 51) | T3 > +1.21 (n = 48) | |||||
Mean | SD | Mean | SD | Mean | SD | ||
CRP (nmol/L) | 3.09 | 1.74 | 3.46 | 4.21 | 4.09 | 5.21 | 0.46 |
Thyroid-stimulating hormone (mIU/L) | 2.56 | 1.71 | 3.89 | 4.99 | 3.97 | 3.15 | 0.09 |
Free thyroxine (pmol/L) | 14.88 | 2.33 | 13.05 | 3.46 | 13.95 | 2.65 | 0.007 |
Thyroid peroxidase antibodies (IU/L) | 232.92 | 131.65 | 650.52 | 1715.31 | 603.25 | 528.76 | 0.09 |
Variables | Dietary Inflammatory Index Tertiles | p | |||||
---|---|---|---|---|---|---|---|
T1 < −1.4 (n = 50) | T2 −1.39 to +1.20 (n = 51) | T3 > +1.21 (n = 48) | |||||
Mean | SD | Mean | SD | Mean | SD | ||
DII® score | −2.74 | 0.75 | −0.28 | 0.67 | 3.16 | 1.52 | <0.001 * |
Energy intake—EI (kJ) | 11.98 | 3.17 | 9.71 | 3.52 | 7.00 | 2.27 | <0.001 * |
Proteins (% EI) | 16.04 | 1.96 | 16.77 | 3.35 | 18.09 | 4.84 | 0.02 * |
Total fat (% EI) | 37.45 | 6.45 | 39.22 | 7.70 | 40.10 | 7.06 | 0.17 |
Saturated fat (% EI) | 14.27 | 2.99 | 16.02 | 3.80 | 15.09 | 3.62 | 0.04 * |
Monounsaturated fatty acids (% EI) | 15.31 | 4.30 | 15.42 | 4.86 | 15.07 | 2.23 | 0.91 |
Polyunsaturated fatty acids (% EI) | 7.18 | 1.67 | 6.59 | 2.00 | 7.53 | 3.25 | 0.15 |
Omega 3 fatty acids (g) | 1.43 | 1.22 | 0.78 | 0.79 | 0.43 | 0.26 | <0.001 * |
Omega 6 fatty acids (g) | 1.83 | 1.33 | 1.75 | 1.45 | 1.56 | 1.33 | 0.002 * |
Trans fatty acids (% EI) | 1.74 | 0.68 | 1.71 | 1.11 | 1.21 | 0.64 | 0.003 * |
Cholesterol (mg) | 379.15 | 124.94 | 323.36 | 162.54 | 259.10 | 126.67 | 0.002 * |
Carbohydrates (% EI) | 43.65 | 6.98 | 43.05 | 9.53 | 39.29 | 8.36 | <0.001 * |
Dietary fiber (g) | 43.73 | 13.25 | 37.94 | 20.76 | 15.92 | 6.00 | <0.001 * |
Alcohol (g) | 2.86 | 3.88 | 0.97 | 2.26 | 2.51 | 7.86 | 0.16 |
Beta-carotene (mg) | 5.13 | 3.90 | 3.20 | 3.32 | 3.04 | 2.17 | <0.001 * |
Vitamin A (mg) | 1.34 | 1.0 | 1.1 | 0.8 | 0.59 | 0.52 | <0.001 * |
Vitamin D (µg) | 10.55 | 12.39 | 8.08 | 10.77 | 4.28 | 5.23 | 0.01 * |
Vitamin E (mg) | 10.71 | 8.31 | 7.91 | 7.36 | 6.91 | 4.23 | <0.001 * |
Vitamin C (mg) | 216.03 | 129.35 | 152.37 | 129.00 | 106.34 | 53.29 | <0.001* |
Vitamin B1 (mg) | 0.84 | 3.55 | 0.85 | 2.88 | 0.61 | 1.57 | <0.001* |
Vitamin B2 (mg) | 2.15 | 1.11 | 1.88 | 1.06 | 1.07 | 0.62 | <0.001 * |
Vitamin B3 (mg) | 26.49 | 7.28 | 23.39 | 9.24 | 14.97 | 6.26 | <0.001 * |
Vitamin B6 (mg) | 4.57 | 2.25 | 3.02 | 1.88 | 1.96 | 1.03 | <0.001 * |
Vitamin B9 (mg) | 477.99 | 175.33 | 369.55 | 171.31 | 203.66 | 80.19 | <0.001 * |
Vitamin B12 (µg) | 6.73 | 3.11 | 5.13 | 3.33 | 3.59 | 2.31 | <0.001 * |
Calcium (mg) | 1501.60 | 506.55 | 1235.39 | 571.85 | 684.38 | 343.82 | <0.001 * |
Iron (mg) | 19.87 | 8.35 | 15.41 | 10.30 | 8.93 | 3.64 | <0.001 * |
Magnesium (mg) | 539.10 | 196.24 | 386.75 | 139.95 | 218.11 | 75.44 | <0.001 * |
Zinc (mg) | 17.54 | 4.24 | 14.94 | 6.06 | 10.01 | 4.26 | <0.001 * |
Selenium (µg) | 38.54 | 15.26 | 28.11 | 17.66 | 21.36 | 11.27 | <0.001 * |
Iodine (µg) | 77.40 | 37.51 | 65.76 | 41.62 | 37.86 | 25.59 | <0.001 * |
Caffeine (mg) | 302.01 | 260.08 | 284.12 | 226.35 | 273.58 | 248.98 | 0.85 |
Flavan-3-ol (mg) | 835.08 | 1158.95 | 235.84 | 523.42 | 466.40 | 1581.19 | 0.03 * |
Flavones (mg) | 4.02 | 2.17 | 3.19 | 2.38 | 1.48 | 1.18 | <0.001 * |
Flavonols (mg) | 104.92 | 92.79 | 74.00 | 54.13 | 43.43 | 51.40 | <0.001 * |
Flavonones (mg) | 85.23 | 94.60 | 60.95 | 82.26 | 27.86 | 38.49 | 0.001 * |
Anthocyanidins (mg) | 57.46 | 49.14 | 21.23 | 29.32 | 21.65 | 56.22 | <0.001 * |
Variables | Model 0 † | Model I ‡ | ||
---|---|---|---|---|
β | p | β | p | |
Body weight (kg) | −0.01 | 0.70 | 0.01 | 0.79 |
Body mass index (kg/m2) | 0.06 | 0.46 | 0.14 | 0.04 * |
C-reactive protein (nmol/L) | 0.20 | 0.24 | 0.03 | 0.52 |
Thyroid-stimulating hormone (mIU/L) | 0.42 | <0.001 * | 0.33 | 0.002 * |
Free thyroxine (pmol/L) | 0.19 | <0.001 * | 0.02 | 0.68 |
Thyroid peroxidase antibodies (IU/L) | 0.04 | 0.52 | −0.02 | 0.69 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Published by MDPI on behalf of the Lithuanian University of Health Sciences. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Klobučar, S.; Kenđel Jovanović, G.; Kryczyk-Kozioł, J.; Cigrovski Berković, M.; Vučak Lončar, J.; Morić, N.; Peljhan, K.; Rahelić, D.; Mudri, D.; Bilić-Ćurčić, I.; et al. Association of Dietary Inflammatory Index and Thyroid Function in Patients with Hashimoto’s Thyroiditis: An Observational Cross–Sectional Multicenter Study. Medicina 2024, 60, 1454. https://doi.org/10.3390/medicina60091454
Klobučar S, Kenđel Jovanović G, Kryczyk-Kozioł J, Cigrovski Berković M, Vučak Lončar J, Morić N, Peljhan K, Rahelić D, Mudri D, Bilić-Ćurčić I, et al. Association of Dietary Inflammatory Index and Thyroid Function in Patients with Hashimoto’s Thyroiditis: An Observational Cross–Sectional Multicenter Study. Medicina. 2024; 60(9):1454. https://doi.org/10.3390/medicina60091454
Chicago/Turabian StyleKlobučar, Sanja, Gordana Kenđel Jovanović, Jadwiga Kryczyk-Kozioł, Maja Cigrovski Berković, Jelena Vučak Lončar, Nikolina Morić, Katarina Peljhan, Dario Rahelić, Dunja Mudri, Ines Bilić-Ćurčić, and et al. 2024. "Association of Dietary Inflammatory Index and Thyroid Function in Patients with Hashimoto’s Thyroiditis: An Observational Cross–Sectional Multicenter Study" Medicina 60, no. 9: 1454. https://doi.org/10.3390/medicina60091454
APA StyleKlobučar, S., Kenđel Jovanović, G., Kryczyk-Kozioł, J., Cigrovski Berković, M., Vučak Lončar, J., Morić, N., Peljhan, K., Rahelić, D., Mudri, D., Bilić-Ćurčić, I., & Bogović Crnčić, T. (2024). Association of Dietary Inflammatory Index and Thyroid Function in Patients with Hashimoto’s Thyroiditis: An Observational Cross–Sectional Multicenter Study. Medicina, 60(9), 1454. https://doi.org/10.3390/medicina60091454