Skip to main content
Download PDF

Mediterranean diet and risk of rheumatoid arthritis: a population-based case-control study

Arthritis Research & Therapy volume 20, Article number: 175 (2018) Cite this article

Abstract

Background

The Mediterranean diet has been associated with lower mortality and lower risk of cardiovascular diseases and cancer. Although its components have been analysed in several studies, only one study has specifically investigated the association between Mediterranean diet and risk of rheumatoid arthritis (RA), and reported no association.

Methods

Data on 1721 patients with incident RA (cases) and 3667 controls, matched on age, gender and residential area, from the Swedish epidemiological investigation of RA (EIRA), a population-based case-control study, were analysed using conditional logistic regression. The Mediterranean diet score, ranging from 0 to 9, was calculated from a 124-item food frequency questionnaire.

Results

In the EIRA study (median age of participants 53 years), 24.1% of the patients and 28.2% of the controls had high adherence to the Mediterranean diet (a score between 6 and 9). After adjustments for body mass index, educational level, physical activity, use of dietary supplements, energy intake, and smoking, high adherence reduced the odds of developing RA by 21% (OR 0.79; 95% CI 0.65–0.96) as compared to low adherence (a score between 0 and 2). The OR was even lower among men (OR 0.49; 95% CI 0.33–0.73), but no significant association was found among women (OR 0.94; 95% CI 0.74–1.18). An association between high diet score and low risk of RA was observed in rheumatoid factor (RF)-positive (OR 0.69; 95% CI 0.54–0.88), but not RF-negative RA (OR 0.96; 95% CI 0.68–1.34), and in RA characterised by presence of antibodies to citrullinated peptides (ACPA), but not in ACPA-negative RA.

Conclusions

In this large population-based case-control study, the Mediterranean diet score was inversely associated with risk of RA. However, an association was only found among men and only in seropositive RA.

Background

Rheumatoid arthritis (RA) is a chronic inflammatory autoimmune disease. The aetiology includes complex genetics and interplay with environmental factors. In contrast to the growing number of genetic loci associated with RA risk, the number of identified modifiable risk factors is still limited, which in turn limits the potential for primary prevention. Smoking has been shown to increase the risk of RA [1], while a moderate alcohol intake has been associated with decreased risk of RA [2, 3]. Consumption of fish (especially fish rich in long-chain n-3 polyunsaturated fatty acids) [4, 5] and physical activity have both been linked to potentially decreased risks of RA [6, 7].

The Mediterranean diet is foremost a plant-based diet including high consumption of fruit, vegetables, whole grains and legumes, moderate consumption of fish, white meat and alcohol and low consumption of red meat and sugar. The diet is characterised by a high ratio of monounsaturated to saturated fats with total fat accounting for 30–40% of daily energy consumption [8]. The Mediterranean diet has been associated with lower risk of overall mortality, cardiovascular disease and cancer [9,10,11]. Due to its presumed anti-inflammatory properties [12] the Mediterranean diet might reduce the risk of inflammatory conditions, such as RA. So far, however, only some of its components have been studied, while little is known about the potential link between the Mediterranean dietary pattern and risk of RA. Only one previous study, a cohort study of women only from the Nurses’ health study (NHS) in the USA [13], have specifically investigated the association between the Mediterranean diet and risk of RA. Another study, a nested case-control study from Sweden [14], has also analysed the effect the Mediterranean diet, but not as the main outcome. Neither study found any association between the Mediterranean diet and risk of RA. However, the NHS only included women, and the Swedish study did not investigate the effect in men and women separately.

The aim of this study was therefore to investigate the association between the Mediterranean diet and risk of RA, taking RA subtype, gender and other RA risk factors into account.

Methods

Study population

This study included subjects from the Swedish epidemiological investigation of RA (EIRA), a population-based case-control study, from defined geographical areas of central Sweden. The EIRA study was initiated in 1996 and is still ongoing. The general study design has been described in detail elsewhere [15]. Briefly, the study includes patients with incident RA (cases) (mean time between symptom onset and diagnosis 9.7 months) diagnosed by a rheumatologist according to the either the American College of Rheumatology (ACR) 1987 criteria or the 2010 ACR/European League Against Rheumatism (EULAR) classification criteria for RA. To each patient two controls were randomly selected from the register of the general population, in connection to inclusion of the patient, matched on age, sex and residential area.

A baseline questionnaire was distributed to patients and controls with comprehensive questions on lifestyle factors, educational level and comorbidities. From November 2005 the EIRA questionnaire also included a 124-item food frequency questionnaire (FFQ). The current study therefore included participants from November 2005 to September 2014.Participants with incomplete an FFQ where excluded (n = 21).

Participants provided written informed consent, and ethical approval was obtained from the Regional Ethical Review Board at Karolinska Institutet, Stockholm, Sweden.

Exposure definition

The self-reported FFQ was used to evaluate the participants’ food intake during the last year before inclusion. In the FFQ participants were asked to indicate how often on average they had consumed various foods by using eight predefined frequency categories ranging from “never or less than once per month” to “three or more times per day”. Fat and energy intake was calculated by multiplying the average frequency of consumption of each food by the fat and energy content, respectively, of age-specific portion sizes, according to the Swedish National Food Administration Database [16].

The Mediterranean diet was defined according to the Mediterranean diet score based on the work of Trichopoulou et al. [17]. The score range between 0 and 9 and each person was assigned 1 point if she/he consumed more than the sex-specific median of the population of the beneficial components, such as vegetables, legumes, fruits and nuts, cereal and fish, or if she/he consumed less than the median of red meat and dairy products, which were considered detrimental components. Moreover, 1 point was assigned to men who consumed between 10 g and 50 g of alcohol per day and to women who consumed between 5 g and 25 g per day, and 1 point if the ratio of monounsaturated lipids to saturated lipids was above the median. Hence, a higher score corresponded to higher adherence to the Mediterranean diet. We did not include butter among the dairy products since it was reported in the FFQ only as “ever consumption”. In sensitivity analysis, we considered ever consumption of butter as consumption once per day and added it to the dairy products group.

Modifications to the original Mediterranean score have been proposed throughout the years [18, 19]. In sensitivity analyses, we defined the Mediterranean diet according to the alternate Mediterranean diet score (aMed), which not include dairy products in the score [13]. Moreover, we used a lower upper limit for alcohol intake among men (30 g instead of 50 g per day), according to the modified Mediterranean diet (mMED) score [19].

Covariate definition

All covariate data were collected at baseline. Smoking was categorised as never, current, former or irregular smoker. Body mass index (BMI) was categorised as underweight (< 18.5 kg/m2), normal weight (18.5–24.9 kg/m2), overweight (25–29.9 kg/m2) or obese (≥ 30 kg/m2). Education was categorised as <10 years, 10–12 years, and > 12 years of education. Physical activity was reported as sedentary, moderate, moderate/regular, exercise/regular. Nutritional supplements were defined as intake in the last 5 years of at least one of the following supplements: multivitamins (with or without minerals), vitamin C, vitamin E, vitamin B, vitamin A, vitamin D, calcium, zinc, iron, magnesium, folic acid, β-caroten or omega 3. Additional covariates were considered when analysing women only: parity (quartiles), age at menarche (quartiles), use of oral contraceptive (yes/no) and use of hormone replacement therapy (yes/no). Genotyping of the HLA-DRB1 gene was conducted as previously described [20, 21]. Among HLA-DRB1 genes, DRB1*01, DRB1*04 and DRB1*10 genes were defined as SE alleles. Any genotype containing one or two of these genes was considered as having “any SE allele” versus those not having any of the genes (“no SE alleles”).

Statistical analyses

The Mediterranean diet score was analysed both as a continuous and as a categorical variable, the latter according to the quartiles of the distribution. Odds ratios (ORs) and their 95% confidence intervals (CIs) were calculated using conditional logistic regression, and multivariable models were adjusted for smoking, BMI, educational level, physical activity, use of dietary supplements, and energy intake. Analyses were stratified by gender, rheumatoid factor (RF) and anti-citrullinated protein antibody (ACPA) status. We additionally stratified by smoking status and presence of at least one copy of the HLA-DRB1 shared epitope allele. In sensitivity analyses, we excluded persons with extreme energy intake (i.e. 3 standard errors from the mean value on the log-transformed scale, n = 49). Moreover, to evaluate the influence of each single item, we analysed data excluding one component of the score at a time.

We estimated the dose–response trend association between the Mediterranean diet score and risk of RA using restricted cubic splines with knots at 10, 50 and 90 centiles of the Mediterranean score (e.g. at 2, 4, and 7) [22].

To analyse the association in a group of patients presumed to have more homogeneous disease aetiology, we restricted the analyses to patients and controls with at least one copy of the HLA-DRB1 shared epitope allele (SE) and who were also current smokers. For this analysis, since patients and controls were no longer matched, we performed logistic regression adjusted for age, gender and residential area, and then additionally adjusted for the confounding variables listed above. Statistical analyses were implemented using SAS (V.9.4) and Stata (V.13.1), and p values ≤0.05 were considered significant.

Patient involvement

There was no patient involvement in the current study.

Results

Study characteristics

This study included 1721 patients with RA (cases) and 3667 controls from the EIRA study. Table 1 presents the baseline characteristics of patients with RA and controls overall and by categories of the Mediterranean diet, with high adherence to the Mediterranean diet score ranging between 6 and 9, and a low score between 0 and 2. Patients with RA were more often smokers, more sedentary and consumed more nutritional supplements, as compared with the controls. Total energy intake was, however, similar between the groups, and when assessed separately by food item category, the servings per day were also similar between patients and controls, except for alcohol consumption, which was slightly lower among patients (7.1 g per day) versus controls (8.5 g per day). There were no differences between women and men or by RA subtype in terms of intake of individual nutrient components, except for alcohol intake (Additional file 1: Table S1–S4).

Table 1 Baseline characteristics of patients with RA (cases, n = 1721) and controls (n = 3667) in the EIRA study, overall and by categories of the Mediterranean diet score as defined according to Trichopoulou et al. [17]
Full size table

Mediterranean diet and risk of RA

Fewer patients with RA than controls had high adherence (score 6–9) to the Mediterranean diet (patients 24.1%, controls 28.2%). This pattern was similar among men and women, but women were more often in the highest category of the score (among patients, women 25.8%, and men 19.4%; among controls, women 29.1% and men 25.9%).

The Mediterranean diet was associated with a decrease in the odds of developing RA (Fig. 1). One unit increase in the score corresponded to an 8% decrease in the odds of having RA (crude OR conditioned on matching factors = 0.92, 95% CI 0.89–0.95). After additional adjustment for smoking, physical activity, education level, BMI, energy intake and use of supplements, the OR was 0.95 (95% CI 0.92–0.99). The restricted cubic splines model showed a dose–response trend with no departure from linearity (i.e. the second coefficient of the spline was not statistically significant).

Fig. 1
figure 1

Dose-response odds ratio for risk of rheumatoid arthritis (RA) by the Mediterranean diet score as defined according to Trichopoulou et al. [17] among 1721 patients with RA and 3667 controls. Adjusted for smoking, physical activity, education level, body mass index (BMI), energy intake and use of supplements. Dotted lines correspond to 95% confidence intervals

Full size image

High adherence to the Mediterranean diet (score 6–9) reduced the odds of developing RA by 34% (OR = 0.66, 95% CI 0.55–0.79) as compared to low adherence (score 0–2), based on the crude model conditioned on matching factors. The association was somewhat attenuated after adjustment for covariates, yet remained statistically significant, OR = 0.79 (95% CI 0.65–0.96) (Table 2).

Table 2 Odds ratios of rheumatoid arthritis by categories of the Mediterranean diet score among participants of the EIRA study (n = 1721 patients with RA (cases) and n = 3667 controls)
Full size table

When stratified by gender, the inverse association between high adherence to the Mediterranean diet and RA was statistically significant among men (OR = 0.49, 95% CI 0.33–0.73), but not among women (OR = 0.94, 95% CI 0.74–1.18). Adding further covariates for women (parity, use of oral contraceptive, use of hormone replacement therapy, age at menarche), did not change the results. A multiplicative interaction between high adherence to the Mediterranean diet and gender was found (p < 0.01).

When stratified by RA subtype, the inverse association between Mediterranean diet score and RA was observed only among seropositive patients. A high score corresponded to lower odds in RF-positive but not RF-negative patients and in ACPA-positive but not ACPA-negative patients. When stratifying by RA subtype and gender, we found that a high Mediterranean diet score was associated with a non-significantly reduced risk of RF-positive RA among women (adjusted OR (ORadj) = 0.81, 95% CI 0.61–1.07), and was similar in ACPA-positive RA (ORadj = 0.85, 95% CI 0.64–1.13), while among men there was a reduced risk in both RF-positive (ORadj = 0.44, 95% CI 0.26–0.74) and ACPA-positive RA (ORadj = 0.46, 95% CI 0.28–0.76).

In the subset-analyses of patients with RA who were smokers and who carried the HLA-DRB1 SE allele (n = 266), compared to controls who were also smokers and carried the HLA-DRB1 SE allele (n = 121) (Table 3), a high score was associated with a 37% lower odds of developing RA, although this was not statistically significant (adjOR = 0.63, 95% CI 0.28–1.37).

Table 3 Odds ratios for rheumatoid arthritis (RA) by categories of the Mediterranean diet score among participant in the EIRA study who were current smokers and carrying at least one HLA-DRB1 shared epitope allele (n = 266 patients with RA (cases) and n = 121 controls)
Full size table

Similar results, although statistically significant, were found when analysing smokers separately irrespectively of HLA-DRB1 SE allele status (adjOR = 0.62, 95% CI 0.40–0.95, Additional file 1: Table S5). Also, analysing only those with the HLA-DRB1 SE allele similar results were retrieved (adjOR = 0.60, 95% CI 0.44–0.82; Additional file 1: Table S6).

Sensitivity analysis

We excluded one component of the score at a time. The inverse association with RA observed for the highest category of the score ranged between 0.74 (95% CI 0.60–0.91) after exclusion of the fat-ratio group to 0.85 (95% CI 0.70–1.04) after exclusion of alcohol.

Alternative definitions of the diet score had little impact on the observed association. Inclusion of butter did not change the results (OR for a score of 6–9 vs. 0–2 = 0.79, 95% CI 0.64–0.96). When persons with extreme energy intake (i.e. 3 standard errors from the mean value on the log-transformed scale, n = 49) were excluded, the results did not change (OR for a score of 6–9 vs. 0–2 = 0.79, 95% CI 0.65–0.96). We considered a different definition of moderate alcohol consumption for men: we lowered the upper limit of 50 g per day to 30 g per day. The results did not change overall (OR = 0.80, 95% CI 0.66–0.97) nor for men specifically (OR = 0.51, 95% CI 0.35–0.75). Moreover, we applied the aMed score, resulting in an association between the Mediterranean diet and RA that was no longer statistically significant, either overall (OR = 0.83, 95% CI 0.63–1.09) or in men (OR = 0.78, 95% CI 0.43–1.41).

Discussion

Main findings

In this large population-based case-control study, we observed that the Mediterranean diet score was inversely associated with risk of RA. However, this association was observed only among men and among individuals with seropositive RA, and could not readily be explained by other risk factors. A tendency toward lower risk of RA was found among smokers who carried the HLA-DRB1 shared epitope allele and who had a high Mediterranean diet score.

Previous research

Previous studies of diet and risk of RA have been focused foremost on individual components, and the main dietary compounds that have been linked to a potentially decreased risk of RA include moderate alcohol intake and [2, 3] and consumptions of fish [4, 5], both of which are components of the Mediterranean diet. Currently, only one prospective cohort study from the NHS (pooled data from NHS I and II) has specifically examined the association between the Mediterranean diet and risk of RA [13]. This study included 174,638 female nurses and identified 913 incident cases of RA over 20 years of follow up [13]. Similar to our result among women, that study did not find any overall association between the Mediterranean diet and risk of RA. A nested case-control study in the Swedish Västerbotten intervention programme (a prospective population-based study [14]) investigated the effect of diet, looking at food groups, macronutrients and dietary pattern, including the Mediterranean diet. This study comprised 386 incident RA cases and 1886 matched controls and did not find an association between the Mediterranean diet and RA. Similar to our current study, the majority of the participants were women (70%), but no subgroup analysis by sex was performed.

Sundström et al. [14] used the Mediterranean-diet score of Trichopoulou et al. [17] to define the Mediterranean diet, as we did in the current study, while Hu et al. [13] used a modified version of the score (aMed score) [18]. The main differences between the original Mediterranean diet score [17] and the modified version [18] are the exclusion of dairy products from the aMed score and the different definition of moderate alcohol intake. In the original score moderate alcohol consumption was defined as 10–50 g per day for men and 5–25 g per day for women, whereas in the aMed it is defined as 10–15 g per day for men and 5–15 g per day for women. Indeed, when we applied the aMed score in our study, the association was no longer significant. Similarly, when we excluded one item of the score at a time, the association was no longer statistically significant when alcohol was excluded from the analyses, thus implying an influence of alcohol consumption in the prevention of RA, as shown elsewhere [3, 23].

Strengths and limitations

Although the EIRA study is one of the largest population-based case-control studies including incident cases of RA, with extensive information, making it possible to account for many potential confounders, there are limitations of this study. First, the exposure was self-reported via a single-time-administered FFQ assessing dietary intake 1 year prior to RA diagnosis (at inclusion for controls). Although the FFQ used in this and other studies has proven to have high validity [24,25,26], any case-control study based on self-report may be prone to recall bias. Reverse causation may also be present as patients with early symptoms of RA might already have changed their diet during the year before diagnosis. However, the FFQ was administered close to onset of the first symptom of RA (mean duration 9.7 months). Moreover, a recent Swedish study suggested that that patients newly diagnosed with RA did not make any major dietary modifications after their diagnosis [27]. Another limitation is that the Mediterranean diet score (as well as other ranking scores) does not reflect the absolute Mediterranean diet, but the distribution of the score 0–9 in the studied population. This means that two persons with exactly the same nutritional intake but from two different study populations might end up with different scores. Moreover, even within the same study populations, the scores for women and men are calculated differently. Despite the extensive details of variables and potential confounders included in the EIRA study, there still might be residual confounding.

Mechanisms

Although the Mediterranean diet has been shown to be effective in reducing overall mortality, cardiovascular disease and cancer [9,10,11], the biological mechanism is not fully understood. Potential mechanisms include lowering of blood pressure, lipids and inflammatory markers, via bioactive compounds that are rich in the Mediterranean diet, including antioxidants, monounsaturated and omega-3 fatty acids, phytosterols and fibre [28, 29].

In the current study, we found an inverse association between the Mediterranean diet and risk of RA but only among men, and only in seropositive RA. A difference in the effect of Mediterranean diet by gender has been shown before for cardiometabolic variables [30, 31], suggesting that indeed men could be more likely to be beneficially influenced by the Mediterranean diet. Moreover, differences in the aetiology of seropositive and seronegative RA have been shown before, in association with both genetic [32] and environmental risk factors [23, 33].

Conclusion

We found that the Mediterranean diet score reduced the risk of RA; however, this was only among men and in seropositive RA. These results add to the accumulating evidence showing the importance of diet in the primary prevention of RA. However, we need to acknowledge that the mechanisms and impact of potential dietary guidelines might have to differ between RA sub-groups.

Abbreviations

ACPA:

Antibodies to citrullinated peptides

ACR:

American College of Rheumatology

aMED:

Alternate Mediterranean diet

BMI:

Body mass index

CI:

Confidence intervals

EIRA:

Epidemiological investigation of rheumatoid arthritis

FFQ:

Food Frequency Questionnaire

mMED:

Modified Mediterranean diet

RA:

Rheumatoid arthritis

RF:

Rheumatoid factor

SE:

Shared epitope

References

  1. Di Giuseppe D, Discacciati A, Orsini N, Wolk A. Cigarette smoking and risk of rheumatoid arthritis: a dose-response meta-analysis. Arthritis Res Ther. 2014;16(2):R61.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  2. Jin Z, Xiang C, Cai Q, Wei X, He J. Alcohol consumption as a preventive factor for developing rheumatoid arthritis: a dose-response meta-analysis of prospective studies. Ann Rheum Dis. 2014;73(11):1962–7.

    Article  PubMed  Google Scholar 

  3. Di Giuseppe D, Alfredsson L, Bottai M, Askling J, Wolk A. Long term alcohol intake and risk of rheumatoid arthritis in women: a population based cohort study. BMJ. 2012;345:e4230.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Di Giuseppe D, Crippa A, Orsini N, Wolk A. Fish consumption and risk of rheumatoid arthritis: a dose-response meta-analysis. Arthritis Res Ther. 2014;16(5):446.

    Article  PubMed  PubMed Central  Google Scholar 

  5. Rosell M, Wesley AM, Rydin K, Klareskog L, Alfredsson L, Group Es. Dietary fish and fish oil and the risk of rheumatoid arthritis. Epidemiology. 2009;20(6):896–901.

    Article  PubMed  Google Scholar 

  6. Di Giuseppe D, Bottai M, Askling J, Wolk A. Physical activity and risk of rheumatoid arthritis in women: a population-based prospective study. Arthritis Res Ther. 2015;17:40.

    Article  PubMed  PubMed Central  Google Scholar 

  7. Sandberg ME, Wedren S, Klareskog L, Lundberg IE, Opava CH, Alfredsson L, Saevarsdottir S. Patients with regular physical activity before onset of rheumatoid arthritis present with milder disease. Ann Rheum Dis. 2014;73(8):1541–4.

    Article  PubMed  Google Scholar 

  8. Trichopoulou A, Martinez-Gonzalez MA, Tong TY, Forouhi NG, Khandelwal S, Prabhakaran D, Mozaffarian D, de Lorgeril M. Definitions and potential health benefits of the Mediterranean diet: views from experts around the world. BMC Med. 2014;12:112.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  9. Dinu M, Pagliai G, Casini A, Sofi F. Mediterranean diet and multiple health outcomes: an umbrella review of meta-analyses of observational studies and randomised trials. Eur J Clin Nutr. 2018;72(1):30-43.

  10. Schwingshackl L, Hoffmann G. Adherence to Mediterranean diet and risk of cancer: an updated systematic review and meta-analysis of observational studies. Cancer Med. 2015;4(12):1933–47.

    Article  PubMed  PubMed Central  Google Scholar 

  11. Sofi F, Macchi C, Abbate R, Gensini GF, Casini A. Mediterranean diet and health status: an updated meta-analysis and a proposal for a literature-based adherence score. Public Health Nutr. 2014;17(12):2769–82.

    Article  PubMed  Google Scholar 

  12. Casas R, Sacanella E, Estruch R. The immune protective effect of the Mediterranean diet against chronic low-grade inflammatory diseases. Endocr Metab Immune Disord Drug Targets. 2014;14(4):245–54.

    Article  PubMed  CAS  Google Scholar 

  13. Hu Y, Costenbader KH, Gao X, Hu FB, Karlson EW, Lu B. Mediterranean diet and incidence of rheumatoid arthritis in women. Arthritis Care Res (Hoboken). 2015;67(5):597–606.

    Article  Google Scholar 

  14. Sundstrom B, Johansson I, Rantapaa-Dahlqvist S. Diet and alcohol as risk factors for rheumatoid arthritis: a nested case-control study. Rheumatol Int. 2015;35(3):533–9.

    Article  PubMed  CAS  Google Scholar 

  15. Stolt P, Bengtsson C, Nordmark B, Lindblad S, Lundberg I, Klareskog L, Alfredsson L, Group Es. Quantification of the influence of cigarette smoking on rheumatoid arthritis: results from a population based case-control study, using incident cases. Ann Rheum Dis. 2003;62(9):835–41.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  16. Bergstrom U, Jacobsson LT, Nilsson JA, Wirfalt E, Turesson C. Smoking, low formal level of education, alcohol consumption, and the risk of rheumatoid arthritis. Scand J Rheumatol. 2013;42(2):123–30.

    Article  PubMed  CAS  Google Scholar 

  17. Trichopoulou A, Costacou T, Bamia C, Trichopoulos D. Adherence to a Mediterranean diet and survival in a Greek population. N Engl J Med. 2003;348(26):2599–608.

    Article  PubMed  Google Scholar 

  18. Fung TT, Rexrode KM, Mantzoros CS, Manson JE, Willett WC, Hu FB. Mediterranean diet and incidence of and mortality from coronary heart disease and stroke in women. Circulation. 2009;119(8):1093–100.

    Article  PubMed  PubMed Central  Google Scholar 

  19. Tektonidis TG, Akesson A, Gigante B, Wolk A, Larsson SC. Adherence to a Mediterranean diet is associated with reduced risk of heart failure in men. Eur J Heart Fail. 2016;18(3):253–9.

    Article  PubMed  Google Scholar 

  20. Padyukov L, Silva C, Stolt P, Alfredsson L, Klareskog L. A gene-environment interaction between smoking and shared epitope genes in HLA-DR provides a high risk of seropositive rheumatoid arthritis. Arthritis Rheum. 2004;50(10):3085–92.

    Article  PubMed  CAS  Google Scholar 

  21. Olerup O, Zetterquist H. HLA-DR typing by PCR amplification with sequence-specific primers (PCR-SSP) in 2 hours: an alternative to serological DR typing in clinical practice including donor-recipient matching in cadaveric transplantation. Tissue Antigens. 1992;39(5):225–35.

    Article  PubMed  CAS  Google Scholar 

  22. Harrell FE Jr, Lee KL, Pollock BG. Regression models in clinical studies: determining relationships between predictors and response. J Natl Cancer Inst. 1988;80(15):1198–202.

    Article  PubMed  Google Scholar 

  23. Scott IC, Tan R, Stahl D, Steer S, Lewis CM, Cope AP. The protective effect of alcohol on developing rheumatoid arthritis: a systematic review and meta-analysis. Rheumatology (Oxford). 2013;52(5):856–67.

    Article  CAS  Google Scholar 

  24. Wallin A, Di Giuseppe D, Burgaz A, Hakansson N, Cederholm T, Michaelsson K, Wolk A. Validity of food frequency questionnaire-based estimates of long-term long-chain n-3 polyunsaturated fatty acid intake. Eur J Nutr. 2014;53(2):549–55.

    Article  PubMed  CAS  Google Scholar 

  25. Messerer M, Johansson SE, Wolk A. The validity of questionnaire-based micronutrient intake estimates is increased by including dietary supplement use in Swedish men. J Nutr. 2004;134(7):1800–5.

    Article  PubMed  CAS  Google Scholar 

  26. Wolk A, Ljung H, Vessby B, Hunter D, Willett WC. Effect of additional questions about fat on the validity of fat estimates from a food frequency questionnaire. Study group of MRS SWEA. Eur J Clin Nutr. 1998;52(3):186–92.

    Article  PubMed  CAS  Google Scholar 

  27. Lourdudoss CAL, Wolk A, van Vollenhoven RF, Di Giuseppe D. Long-term dietary changes after diagnosis of rheumatoid arthritis in Swedish women: data from a population-based cohort. Int J Rheumatol. 2018;2018:9152480.

    Article  PubMed  PubMed Central  Google Scholar 

  28. Schwingshackl L, Hoffmann G. Mediterranean dietary pattern, inflammation and endothelial function: a systematic review and meta-analysis of intervention trials. Nutr Metab Cardiovasc Dis. 2014;24(9):929–39.

    Article  PubMed  CAS  Google Scholar 

  29. Ros E, Martinez-Gonzalez MA, Estruch R, Salas-Salvado J, Fito M, Martinez JA, Corella D. Mediterranean diet and cardiovascular health: teachings of the PREDIMED study. Adv Nutr. 2014;5(3):330S–6S.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  30. Bedard A, Corneau L, Lamarche B, Dodin S, Lemieux S. Sex differences in the impact of the Mediterranean diet on LDL particle size distribution and oxidation. Nutrients. 2015;7(5):3705–23.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  31. Bedard A, Riverin M, Dodin S, Corneau L, Lemieux S. Sex differences in the impact of the Mediterranean diet on cardiovascular risk profile. Br J Nutr. 2012;108(8):1428–34.

    Article  PubMed  CAS  Google Scholar 

  32. Han B, Diogo D, Eyre S, Kallberg H, Zhernakova A, Bowes J, Padyukov L, Okada Y, Gonzalez-Gay MA, Rantapaa-Dahlqvist S, et al. Fine mapping seronegative and seropositive rheumatoid arthritis to shared and distinct HLA alleles by adjusting for the effects of heterogeneity. Am J Hum Genet. 2014;94(4):522–32.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  33. Lee YH, Bae SC, Song GG. Coffee or tea consumption and the risk of rheumatoid arthritis: a meta-analysis. Clin Rheumatol. 2014;33(11):1575–83.

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

We are grateful to the investigators and participants in the EIRA study.

Funding

The study was supported by grants from the Swedish Medical Research Council (LA, JA), the Swedish Research Council for Health (LA, DDG), Working Life and Welfare (LA), the AFA foundation (LA), Vinnova (LA), King Gustaf V’s 80-year foundation (LA), the Swedish Rheumatic Foundation, the Swedish Foundation for Strategic Research (LA, JA), ALF (JA), and the Swedish Cancer Society (JA). The funding sources had no role in the reporting of the study or in the decision to submit the manuscript for publication.

Availability of data and materials

Please contact author for data requests.

Author information

Author notes

  1. Lars Alfredsson and Daniela Di Giuseppe contributed equally to this work.

Authors and Affiliations

  1. Department of Medicine, Solna, Clinical Epidemiology Division, Karolinska Institutet, SE-171 76, Stockholm, Sweden

    Kari Johansson, Johan Askling & Daniela Di Giuseppe

  2. Department of Medicine, Solna, Rheumatology Division, Karolinska Institutet, SE-171 76 Stockholm, Sweden

    Johan Askling

  3. Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden

    Lars Alfredsson

  4. Centre for Occupational and Environmental Health, Stockholm County Council, Stockholm, Sweden

    Lars Alfredsson

Authors
  1. Kari Johansson
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Johan Askling
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Lars Alfredsson
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Daniela Di Giuseppe
    View author publications

    You can also search for this author in PubMed Google Scholar

Consortia

on behalf of the EIRA study group

Contributions

KJ, JA, LA and DDG designed and conducted the research. KJ and DDG analysed the data and drafted the manuscript. KJ, JA, LA and DDG critically revised the manuscript for important intellectual content and approved the final manuscript.

Corresponding author

Correspondence to Daniela Di Giuseppe.

Ethics declarations

Ethics approval and consent to participate

Participants provided written informed consent, and ethical approval was obtained from the Regional Ethical Review Board at Karolinska Institutet, Stockholm, Sweden.

Consent for publication

Not applicable.

Competing interests

All authors have completed the ICMJE uniform disclosure form at http://www.icmje.org/coi_disclosure.pdf: KJ, LA and DDG declare no support from any organisasion for the submitted work. JA reports grants from Abbvie, BMS, Lilly, Merck, Pfizer, Roche, Samsung Bioepis and UCB, and others from Lilly and Novartis, outside the submitted work.

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Additional file

Additional file 1:

Sensitivity analyses's tables. (DOCX 32 kb)

Rights and permissions

Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

Reprints and Permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Johansson, K., Askling, J., Alfredsson, L. et al. Mediterranean diet and risk of rheumatoid arthritis: a population-based case-control study. Arthritis Res Ther 20, 175 (2018). https://doi.org/10.1186/s13075-018-1680-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s13075-018-1680-2

Keywords

Arthritis Research & Therapy

ISSN: 1478-6362

Contact us