予防医科学分野

Koji Suzuki

  (鈴木 康司)

Profile Information

Affiliation
Professor, School of Medical Sciences Department of Preventive Medical Sciences , Fujita Health University
Degree
PhD(Mar, 2001, Fujita Health University)

J-GLOBAL ID
200901076340317950
researchmap Member ID
1000209012

Committee Memberships

 1

Major Papers

 156
  • Ryosuke Fujii, Yoshitaka Ando, Hiroya Yamada, Yoshiki Tsuboi, Eiji Munetsuna, Mirai Yamazaki, Genki Mizuno, Keisuke Maeda, Koji Ohashi, Hiroaki Ishikawa, Mami Watanabe, Nahomi Imaeda, Chiho Goto, Kenji Wakai, Shuji Hashimoto, Koji Suzuki
    European journal of clinical nutrition, 77(9) 881-887, Aug 4, 2023  
    BACKGROUND: Epigenetic studies have reported relationships between dietary nutrient intake and methylation levels. However, genetic variants that may affect DNA methylation (DNAm) pattern, called methylation quantitative loci (mQTL), are usually overlooked in these analyses. We investigated whether mQTL change the relationship between dietary nutrient intake and leukocyte DNAm levels with an example of estimated fatty acid intake and ATP-binding cassette transporter A1 (ABCA1). METHODS: A cross-sectional study on 231 participants (108 men, mean age: 62.7 y) without clinical history of cancer and no prescriptions for dyslipidemia. We measured leukocyte DNAm levels of 8 CpG sites within ABCA1 gene by pyrosequencing method and used mean methylation levels for statistical analysis. TaqMan assay was used for genotyping a genetic variant of ABCA1 (rs1800976). Dietary fatty acid intake was estimated with a validated food frequency questionnaire and adjusted for total energy intake by using residual methods. RESULTS: Mean ABCA1 DNAm levels were 5% lower with the number of minor alleles in rs1800976 (CC, 40.6%; CG, 35.9%; GG, 30.6%). Higher dietary n-3 PUFA intake was associated with lower ABCA1 DNAm levels (1st (ref) vs. 4th, β [95% CI]: -2.52 [-4.77, -0.28]). After controlling for rs180076, the association between dietary n-3 PUFA intake and ABCA1 DNAm levels was attenuated, but still showed an independent association (1st (ref) vs. 4th, β [95% CI]: -2.00 [-3.84, -0.18]). The interaction of mQTL and dietary n-3 PUFA intake on DNAm levels was not significant. CONCLUSIONS: This result suggested that dietary n-3 PUFA intake would be an independent predictor of DNAm levels in ABCA1 gene after adjusting for individual genetic background. Considering mQTL need to broaden into other genes and nutrients for deeper understanding of DNA methylation, which can contribute to personalized nutritional intervention.
  • Yuji Hattori, Hiroya Yamada, Eiji Munetsuna, Ryosuke Fujii, Yoshitaka Ando, Mirai Yamazaki, Genki Mizuno, Yoshiki Tsuboi, Yuya Ishihara, Naohiro Ichino, Keiko Sugimoto, Keisuke Osakabe, Hiroaki Ishikawa, Koji Ohashi, Koji Suzuki
    Genetic testing and molecular biomarkers, 27(8) 239-247, Aug, 2023  
    Background: The increasing prevalence of non-alcoholic fatty liver disease (NAFLD) has become a global health problem. NAFLD has few initial symptoms and may be difficult to detect early, so there is need for a minimally invasive early detection marker. We hypothesized that miR-122 and miR-20a levels combined, as the miR-122/miR-20a ratio might detect NAFLD more sensitively. Methods: This study involved 167 participants with low alcohol intake. Those who had an increase in echogenicity of the liver parenchyma and hepato-renal contrast on ultrasonography were classified as the NAFLD group (n = 44), which was further classified into mild (n = 26) and severe (n = 18) groups based on echogenic intensity and hepatic vessel and diaphragm visualization. Participants without fatty liver were included in the normal group, except for those with an abnormal body mass index, glycated hemoglobin, and systolic blood pressure (n = 123) values. Serum miR-122 and miR-20a expression levels in participants were measured by real-time polymerase chain reaction, and the miR-122/miR-20a was calculated. Results: In the NAFLD group, miR-122 expression was significantly higher and the miR-20a was significantly lower than in the normal group, in agreement with previous studies. miR-122/miR-20a was also significantly higher in the NAFLD group. Receiver operating characteristic curve analysis was performed with miR-122/miR-20a as an NAFLD detection marker, and the area under the curve of miR-122/miR-20a was significantly larger than that of miR-122 or miR-20a alone. Conclusions: The miR-122/miR-20a ratio, combined with miR-122 and miR-20a levels, is a useful biomarker to detect NAFLD with high sensitivity.
  • Ryosuke Fujii, Cristian Pattaro, Yoshiki Tsuboi, Yuya Ishihara, Roberto Melotti, Hiroya Yamada, Yoshitaka Ando, Hiroaki Ishikawa, Koji Ohashi, Shuji Hashimoto, Nobuyuki Hamajima, Giulia Barbieri, Dariush Ghasemi-Semeskandeh, Koji Suzuki
    Clinical biochemistry, 111 54-59, Jan, 2023  
    BACKGROUND: Previous studies have proposed different formulas of estimating glomerular filtration rate (eGFR) among clinical patients. The comprehensive comparison of eGFR formulas is not well established in a Japanese population. We compared eGFR values and chronic kidney disease (CKD) classification of nine different eGFR in a Japanese general population sample. METHODS: We analyzed 469 Japanese community-dwelling adults (184 men) without any self-reported kidney disease. GFR estimated using the 4- and 6-parameter Modification of Diet in Renal Disease (MDRD) formulas (MDRD4 and MDRD6); the CKD-EPI formulas based on creatinine with (CKD-EPI-2009) and without race coefficient (CKD-EPI-2021), on cystatin C (CKD-EPI-Cys), on both (CKD-EPI-CreCys); the Japanese creatinine-based formula (JPN-Cre), cystatin C-based formula (JPN-Cys), and modified CKD-EPI formula (JPN-CKD-EPI). CKD stages were defined by KDIGO guidelines (eGFR < 60 ml/min/1.73 m2). RESULTS: eGFRJPN-Cre (mean = 71.2; SD = 14.3) were much lower than eGFRCKD-EPI-2021 (mean = 94.2; SD = 12.7), while eGFRJPN-Cys (mean = 102.8; SD = 24.2) was comparable to the MDRD and CKD-EPI formulas. The difference between eGFRCKD-EPI-2021 and eGFRJPN-Cre showed a V-shaped distribution across eGFR levels, indicating complex errors between these formulas. We observed very low agreement in CKD classification between eGFRJPN-Cre and the eGFRCKD-EPI-2021 (kappa = 0.13; 95% confidence interval: 0.06, 0.23). CONCLUSIONS: JPN-Cre was substantially different from the CKD-EPI formula without race term (CKD-EPI-2021), which means that it is impossible to recalibrate those with a simple coefficient. Although a comparison with measured GFR should be necessary, choice of the estimation method needs caution in clinical decision-making and academic research.
  • Yoshiki Tsuboi, Hiroya Yamada, Eiji Munetsuna, Ryosuke Fujii, Mirai Yamazaki, Yoshitaka Ando, Genki Mizuno, Yuji Hattori, Hiroaki Ishikawa, Koji Ohashi, Shuji Hashimoto, Nobuyuki Hamajima, Koji Suzuki
    Nutrition research (New York, N.Y.), 107 206-217, Oct 15, 2022  Last authorCorresponding author
    DNA methylation can be affected by numerous lifestyle factors, including diet. Tobacco smoking induces aryl hydrocarbon receptor repressor (AHRR) DNA hypomethylation, which increases the risk of lung and other cancers. However, no lifestyle habits that might increase or restore percentage of AHRR DNA methylation have been identified. We hypothesized that dietary intakes of vegetables/fruits and serum carotenoid concentrations are related to AHRR DNA methylation. A total of 813 individuals participated in this cross-sectional study. A food frequency questionnaire was used to assess dietary intake of vegetables and fruits. AHRR DNA methylation in peripheral blood mononuclear cells were measured using pyrosequencing method. In men, dietary fruit intake was significantly and positively associated with AHRR DNA methylation among current smokers (P for trend = .034). A significant positive association of serum provitamin A with AHRR DNA methylation was observed among current smokers (men: standardized β = 0.141 [0.045 to 0.237], women: standardized β = 0.570 [0.153 to 0.990]). However, compared with never smokers with low provitamin A concentrations, percentages of AHRR DNA methylation were much lower among current smokers, even those with high provitamin A concentrations (men: β = -19.1% [-33.8 to -19.8], women: β = -6.0% [-10.2 to -1.7]). Dietary intake of vegetables and fruits rich in provitamin A may increase percentage of AHRR DNA methylation in current smokers. However, although we found a beneficial effect of provitamin A on AHRR DNA methylation, this beneficial effect could not completely remove the effect of smoking on AHRR DNA demethylation.
  • Genki Mizuno, Hiroya Yamada, Eiji Munetsuna, Mirai Yamazaki, Yoshitaka Ando, Ryosuke Fujii, Yoshiki Tsuboi, Atsushi Teshigawara, Itsuki Kageyama, Keisuke Osakabe, Keiko Sugimoto, Hiroaki Ishikawa, Naohiro Ichino, Yoshiji Ohta, Koji Ohashi, Shuji Hashimoto, Koji Suzuki
    Endocrine Research, 47(3-4) 130-137, Oct 2, 2022  Last authorCorresponding author
    INTRODUCTION: DNA methylation in the CpG sites of intron 1 of HIF3A is associated with body mass index (BMI). This cross-sectional study investigated correlations between DNA methylation of HIF3A and BMI or adiposity parameters in the Japanese population. METHOD: DNA methylation of HIF3A was quantified via pyrosequencing. RESULT: DNA methylation of HIF3A differed only in women; DNA methylation level at cg27146050 was associated with visceral adipose tissue thickness and correlated with BMI and percent (%) body fat after excluding smokers. CONCLUSION: Peripheral blood DNA methylation at the CpG site (cg27146050) of HIF3A correlated with VAT thickness in Japanese women.
  • Ryosuke Fujii, Asahi Hishida, Masahiro Nakatochi, Yoshiki Tsuboi, Koji Suzuki, Takaaki Kondo, Hiroaki Ikezaki, Megumi Hara, Rieko Okada, Takashi Tamura, Ippei Shimoshikiryo, Sadao Suzuki, Teruhide Koyama, Kiyonori Kuriki, Naoyuki Takashima, Kokichi Arisawa, Yukihide Momozawa, Michiaki Kubo, Kenji Takeuchi, Kenji Wakai
    Circulation. Genomic and precision medicine, 15(4) 101161CIRCGEN121003612, Jun 6, 2022  Peer-reviewed
    BACKGROUND: Although many polygenic risk scores (PRS) for cardiovascular traits have been developed in European populations, it is an urgent task to construct a PRS and to evaluate its ability in non-European populations. We developed a genome-wide PRS for blood pressure in a Japanese population and examined the associations between this PRS and hypertension prevalence. METHODS: We performed a cross-sectional study in 11 252 Japanese individuals who participated in the J-MICC (Japan Multi-Institutional Collaborative Cohort) study. Using publicly available GWAS summary statistics from Biobank Japan, we developed the PRS in the target data (n=7876). With >30 000 single nucleotide polymorphisms, we evaluated PRS performance in the test data (n=3376). Hypertension was defined as systolic blood pressure of 130 mm Hg or more, or diastolic blood pressure of 85 mm Hg or more, or taking an antihypertensive drug. RESULTS: Compared with the middle PRS quintile, the prevalence of hypertension at the top PRS quintile was higher independently from traditional risk factors (odds ratio, 1.73 [95% CI, 1.32-2.27]). The difference of mean systolic blood pressure and diastolic blood pressure between the middle and the top PRS quintile was 4.55 (95% CI, 2.26-6.85) and 2.32 (95% CI, 0.86-3.78) mm Hg, respectively. Subgroups reflecting combinations of Japanese PRS and modifiable lifestyles and factors (smoking, alcohol intake, sedentary time, and obesity) were associated with the prevalence of hypertension. A European-derived PRS was not associated with hypertension in our participants. CONCLUSIONS: A PRS for blood pressure was significantly associated with hypertension and BP traits in a general Japanese population. Our findings also highlighted the importance of a combination of PRS and risk factors for identifying high-risk subgroups.
  • Yoshiki Tsuboi, Hiroya Yamada, Eiji Munetsuna, Ryosuke Fujii, Mirai Yamazaki, Yoshitaka Ando, Genki Mizuno, Yuji Hattori, Hiroaki Ishikawa, Koji Ohashi, Shuji Hashimoto, Nobuyuki Hamajima, Koji Suzuki
    Cancer epidemiology, 78 102162-102162, Jun, 2022  Peer-reviewedLast authorCorresponding author
    BACKGROUND: Smoking is well known to be a major risk factor for cancer, and to decrease the levels of aryl hydrocarbon receptor repressor (AHRR) DNA methylation. AHRR is a key regulator for AHR signaling, which is involved in chemical metabolism and cancer development. Therefore, smoking-induced AHRR DNA hypomethylation may be associated with cancer development. However, it has not been reported that association between AHHR DNA methylation and cancer mortality in Asian population. Hence, we examined whether AHRR DNA methylation levels were associated with cancer mortality in a Japanese population. METHODS: This study was conducted with 812 participants (aged 38-80 years) who received a health check-up in 1990, and did not have a clinical histories. We followed up the participants until the end of 2019 (median: 27.8 years), and 100 participants died from cancer. The AHRR DNA methylation levels in peripheral blood mononuclear cells (PBMCs) were measured by the pyrosequencing method. We calculated the hazard ratio (HR) and 95% confidence interval (CI) for cancer mortality according to the baseline levels of AHRR DNA methylation. RESULTS: We found that AHRR DNA hypomethylation was associated with a higher risk of all cancer mortality, especially smoking related cancers and lung cancer. (all cancer: HR, 1.28, 95% CI, 1.09-1.51; smoking-related cancers: HR, 1.35, 95% CI, 1.12-1.62; lung cancer: HR, 1.68, 95% CI, 1.24-2.26). CONCLUSIONS: Smoking-induced AHRR DNA hypomethylation in PBMCs was associated with the risk of cancer mortality in Japanese population; therefore, hypomethylation of AHRR may be a useful biomarker of cancer mortality risk.
  • Koji Suzuki, Hiroya Yamada, Ryosuke Fujii, Eiji Munetsuna, Mirai Yamazaki, Yoshitaka Ando, Koji Ohashi, Hiroaki Ishikawa, Genki Mizuno, Yohiski Tsuboi, Shuji Hashimoto, Nobuyuki Hamajima
    Biomarkers : biochemical indicators of exposure, response, and susceptibility to chemicals, 27(5) 1-7, May 3, 2022  Peer-reviewedLead authorCorresponding author
    BACKGROUND: Previous cross-sectional studies have shown that several circulating microRNA levels are associated with hypertension, but there are no prospective studies among general populations. OBJECTIVE: We evaluated the impact of circulating inflammatory- and oxidative stress-responsive microRNAs on changes in blood pressure and the development of hypertension in normotensive Japanese. METHOD: The study subjects were 84 normotensive participants (33 men and 51 women) who were given a health examination in both 2012 and 2017. In five years, 29 participants developed hypertension. Serum levels of miRNAs (miR-21, miR-27a, and miR-133a) were measured using qRT-PCR. Odds ratios (ORs) and 95% confidence intervals (CIs) for incident hypertension were estimated by logistic regression analysis. RESULTS: Serum miR-27a and -133a levels were lower in newly hypertensive subjects compared with normotensive subjects. With 1-unit lower serum miR-27a and -133a, the confounders adjusted ORs and 95% CI for incident hypertension were 0.84 (0.72-0.96) and 0.75 (0.58-0.91), respectively. The group with high levels of serum miR-27a and -133a had lower ORs than the group with low levels of these miRNAs (OR and 95% CI of miR-27a: 0.29, 0.08-0.91; miR-133a: 0.08, 0.01-0.37, respectively). CONCLUSIONS: Circulating miR-27a and -133a are potential biomarkers for the prediction and prevention of hypertension.
  • Keisuke Maeda, Hiroya Yamada, Eiji Munetsuna, Ryosuke Fujii, Mirai Yamazaki, Yoshitaka Ando, Genki Mizuno, Hiroaki Ishikawa, Koji Ohashi, Yoshiki Tsuboi, Yuji Hattori, Yuya Ishihara, Shuji Hashimoto, Nobuyuki Hamajima, Koji Suzuki
    The American journal of drug and alcohol abuse, 48(3) 1-9, Apr 13, 2022  Peer-reviewedLast authorCorresponding author
    Background: Thioredoxin-interacting protein (TXNIP) controls the cellular redox balance by binding to and inhibiting the expression and function of thioredoxin. DNA methylation of the TXNIP gene is involved in the regulation of TXNIP mRNA expression. Changes in TXNIP DNA methylation levels are associated with the development of various diseases such as type 2 diabetes mellitus (T2DM). However, few studies have focused on the influence of lifestyle factors such as alcohol intake on TXNIP DNA methylation.Objectives: This research examines the association of drinking behaviors with TXNIP DNA methylation levels in the general Japanese population.Methods: We conducted a cross-sectional study of 404 subjects (176 males and 228 females) who were divided into non-, moderate and heavy drinkers based on self-reported drinking behaviors. TXNIP DNA methylation levels in leukocytes were determined using a pyrosequencing assay.Results: The mean TXNIP DNA methylation level in heavy drinkers (74.2%) was significantly lower than that in non- and moderate drinkers (non: 77.7%, p < .001; moderate: 76.6%, p = .011). Multivariable linear regression analysis showed that log-transformed values of daily (b = -1.34; p < .001) and cumulative (b = -1.06; p = .001) alcohol consumption were associated with decreased TXNIP DNA methylation levels.Conclusion: TXNIP DNA methylation levels in heavy drinkers was lower than in non- and- moderate drinkers. Decreased TXNIP DNA methylation level increases the expression of TXNIP and elevates the risk of developing of diseases such as T2DM. Therefore, decreasing alcohol use in heavy drinkers may lessen the likelihood of some alcohol-related illnesses moderated through TXNIP DNA methylation.
  • Yuji Hattori, Hiroya Yamada, Eiji Munetsuna, Yoshitaka Ando, Genki Mizuno, Ryosuke Fujii, Yoshiki Tsuboi, Naohiro Ichino, Keisuke Osakabe, Keiko Sugimoto, Hiroaki Ishikawa, Koji Ohashi, Koji Suzuki
    Endocrine journal, 69(8) 999-1006, Mar 31, 2022  Peer-reviewedLast authorCorresponding author
    The increasing prevalence of nonalcoholic fatty liver disease (NAFLD) is a global health problem. In recent years, the inhibitory effect of brain-derived neurotrophic factor (BDNF) on diabetes mellitus and fatty liver has been clarified. The purpose of this study was to analyze the relationship between serum BDNF and NAFLD which caused by abnormal metabolism of glucose and lipids. This cross-sectional study involved 429 participants (mean age, 63.5 years: men, 38.5%) with low alcohol intake. Of the participants, those who had an increase in echogenicity of the liver parenchyma and hepato-renal contrast on ultrasonography were classified as the NAFLD group (n = 88), and the others were classified as the normal (n = 341) group. The NAFLD group was further classified into a mild group (n = 60) and a severe group (n = 28) based on the intensity of echogenicity and visualization of the hepatic vessels and diaphragm. Median BDNF levels were higher in the NAFLD group than the normal group (35.5 vs. 42.3 ng/mL, p < 0.01). Furthermore, BDNF levels tended to be associated with the severity of NAFLD (p < 0.01). In addition to the univariate analysis, in the sex- and age-adjusted model, there was a significant association between the BDNF levels and NAFLD severity (p < 0.01). The fully adjusted regression analysis also showed a positive association between the serum BDNF level and NAFLD (p < 0.01). These results suggest that NAFLD patients have a compensatory increase in circulating BDNF levels.
  • Mirai Yamazaki, Hiroya Yamada, Eiji Munetsuna, Keisuke Maeda, Yoshitaka Ando, Genki Mizuno, Ryosuke Fujii, Yoshiki Tsuboi, Koji Ohashi, Hiroaki Ishikawa, Shuji Hashimoto, Nobuyuki Hamajima, Koji Suzuki
    Endocrine journal, 69(3) 319-326, Mar 28, 2022  Peer-reviewedLast authorCorresponding author
    Metabolic syndrome (MetS) is cluster of metabolic diseases, including abdominal obesity, hyperglycemia, high blood pressure, and dyslipidemia, that directly escalate the risk of type 2 diabetes, heart disease, and stroke. Thioredoxin-interacting protein (TXNIP) is a binding protein for thioredoxin, a molecule that is a key inhibitor of cellular oxidation, and thus regulates the cellular redox state. Epigenetic alteration of the TXNIP-encoding locus has been associated with components of MetS. In the present study, we sought to determine whether the level of TXNIP methylation in blood is associated with MetS in the general Japanese population. DNA was extracted from the peripheral blood cells of 37 subjects with and 392 subjects without MetS. The level of TXNIP methylation at cg19693031 was assessed by the bisulfite-pyrosequencing method. We observed that TXNIP methylation levels were lower in MetS subjects (median 74.9%, range 71.7-78.4%) than in non-MetS subjects (median 77.7%, range 74.4-80.5%; p = 0.0024). Calculation of the confounding factor-adjusted odds ratios (ORs) and 95% confidence intervals (CIs) for hypomethylation revealed that subjects with MetS exhibited significantly higher ORs for hypomethylation than did those without MetS (OR, 2.92; 95% CI, 1.33-6.62; p = 0.009). Our findings indicated that lower levels of TXNIP methylation are associated with MetS in the general Japanese population. Altered levels of DNA methylation in TXNIP at cg19693031 might play an important role in the pathogenesis of MetS.
  • Hiroya Yamada, Koji Suzuki, Ryosuke Fujii, Miyuki Kawado, Shuji Hashimoto, Yoshiyuki Watanabe, Hiroyasu Iso, Yoshihisa Fujino, Kenji Wakai, Akiko Tamakoshi
    Scientific Reports, 11(1), Dec, 2021  Peer-reviewed
    Primary prevention of premature death is a public health concern worldwide. Circulating microRNAs (miRNAs) have been described as potential diagnostic biomarkers for diseases as cancer and cardiovascular disease (CVD). This case-cohort study aimed to investigate the potential relationship between circulating miRNAs and the risk of premature death. A total of 39,242 subjects provided baseline serum samples in 1988–1990. Of these, 345 subjects who died of intrinsic disease (< 65 years old) and for which measurable samples were available were included in this study. We randomly selected a sub-cohort of 879 subjects. Circulatring miR-21, miR-29a, and miR-126 were determined using qRT-PCR. Conditional logistic regression models were used to analyse the data with respect to stratified miRNA levels. Multivariable logistic regression revealed that subjects with high circulating miR-21 and miR-29a individual levels had a significantly higher risk of total death, cancer death, and CVD death than those with medium miR-21 and miR-29a individual levels. Conversely, subjects with low circulating miR-126 levels had a significantly higher risk of total death than those with medium levels. This suggests that circulating miRNAs are associated with the risk of premature death from cancer and CVD, identifying them as potential biomarkers for early detection of high-risk individuals.
  • Ryosuke Fujii, Hiroya Yamada, Yoshiki Tsuboi, Yoshitaka Ando, Eiji Munetsuna, Mirai Yamazaki, Koji Ohashi, Hiroaki Ishikawa, Yuya Ishihara, Shuji Hashimoto, Nobuyuki Hamajima, Koji Suzuki
    Clinica Chimica Acta, 521 97-103, Oct, 2021  Peer-reviewedLast authorCorresponding author
    Background: Although a number of microRNAs (miRNA) reflecting kidney function has been identified, prospective studies are now urgently needed to determine a clinical utility of these miRNAs among general populations. The purpose of this study was to examine the associations between serum miRNAs and kidney function in a population-based study. Methods: We conducted a five-year prospective study (2012–2017) of 169 individuals without chronic kidney disease (CKD) at the baseline survey (mean age, 62.5; 96 women). The real-time qPCR was used to measure serum levels of five previously reported miRNAs. Participants with eGFR < 60 mL/min/1.73 m2 were defined as having CKD. Changes in eGFR were defined as eGFR2017 − eGFR2012. Results: After adjusting for covariates including baseline eGFR, lower serum levels (1st tertile) of miR-126 were associated with a greater decline of eGFR (β [SE] = −3.18 [1.50]) and a higher odds ratio (OR) of CKD onset over five years (OR [95% CI] = 3.85 [1.01–16.8]), compared with the 3rd tertile. Conclusions: We found baseline serum miR-126 levels were associated with changes in eGFR and new CKD cases in a five-year prospective study. This result suggests that miR-126 may be a potential biomarker of CKD even among general populations.
  • Yoshiki Tsuboi, Hiroya Yamada, Eiji Munetsuna, Ryosuke Fujii, Mirai Yamazaki, Yoshitaka Ando, Genki Mizuno, Hiroaki Ishikawa, Koji Ohashi, Shuji Hashimoto, Nobuyuki Hamajima, Koji Suzuki
    Journal of Epidemiology and Community Health, 75(9) 890-895, Sep 1, 2021  Peer-reviewedLast authorCorresponding author
    DNA methylation plays an important role in the pathogenesis and progression of cardiovascular disease (CVD) but the prospective association of DNA methylation with CVD has not been evaluated. Here, we conducted a prospective study to examine whether long interspersed nuclear element-1 (LINE-1) DNA methylation is associated with CVD mortality in a Japanese population. We targeted 822 Japanese who participated in a health check-up in 1990 and had no clinical history of cancer, stroke or ischaemic heart disease. DNA was extracted from peripheral blood mononuclear cells and LINE-1 DNA methylation at three CpG sites was measured using a pyrosequencing method. We used propensity score (PS) matching to reduce the effect of potential confounding. During 18 118.7 persons-years of follow-up, there were 329 deaths from all-causes and 85 deaths from CVD. In PS-matched analysis, a significantly higher HR for CVD mortality was observed in the hypermethylation group than in the hypomethylation group for elderly participants (HR 2.77; 95% CI 1.55 to 4.93). No significant association between LINE-1 DNA methylation and CVD was observed for middle-aged participants. Based on this prospective study, we suggest that LINE-1 DNA hypermethylation is associated with increased CVD mortality risk in an elderly population.
  • Ryosuke Fujii, Shuntaro Sato, Yoshiki Tsuboi, Andres Cardenas, Koji Suzuki
    Epigenetics, 17(7) 1-27, Aug 12, 2021  Peer-reviewedLast author
    DNA methylation (DNAm) is one of the most studied epigenetic modifications. DNAm has emerged as a key biological mechanism and biomarkers to test associations between environmental exposure and outcomes in epidemiological studies. Although previous studies have focused on associations between DNAm and either exposure/outcomes, it is useful to test for mediation of the association between exposure and outcome by DNAm. The purpose of this scoping review is to introduce the methodological essence of statistical mediation analysis and to examine emerging epidemiological research applying mediation analyses. We conducted this scoping review for published peer-reviewed journals on this topic using online databases (PubMed, Scopus, Cochrane, and CINAHL) ending in December 2020. We extracted a total of 219 articles by initial screening. After reviewing titles, abstracts, and full texts, a total of 69 articles were eligible for this review. The breakdown of studies assigned to each category was 13 for smoking (18.8%), 8 for dietary intake and famine (11.6%), 6 for other lifestyle factors (8.7%), 8 for clinical endpoints (11.6%), 22 for environmental chemical exposures (31.9%), 2 for socioeconomic status (SES) (2.9%), and 10 for genetic factors and race (14.5%). In this review, we provide an exposure-wide summary for the mediation analysis using DNAm levels. However, we found heterogenous methods and interpretations in mediation analysis with typical issues such as different cell compositions and tissue-specificity. Further accumulation of evidence with diverse exposures, populations and with rigorous methodology will be expected to provide further insight in the role of DNAm in disease susceptibility.
  • Ryosuke Fujii, Yoshiki Tsuboi, Keisuke Maeda, Yuya Ishihara, Koji Suzuki
    JAMA Network Open, 4(6), Jun 11, 2021  Peer-reviewedLast author
    Importance: The associations of levels of diverse serum carotenoids ascertained via repeated measurements with all-cause, cancer, and cardiovascular disease (CVD) mortality risk have not been considered in previous prospective studies. Objective: To investigate the association between repeated measurement of serum carotenoid levels and all-cause and cause-specific mortality risk. Design, Setting, and Participants: This cohort study's baseline data were collected using information from physical examinations from 1990 to 1999. Eligible participants were followed up until December 2017, with a median (interquartile range) follow-up period of 22.3 (15.5-25.3) years. Included individuals were age 40 years or older at the baseline data collection, were residents of the study site in the town of Yakumo, Hokkaido, Japan, and participated in a physical examination at least once from 1990 to 1999. Among eligible participants, after excluding 332 individuals, 3116 individuals were included in the analysis. Data analysis was conducted in April 2020. Exposures: Repeated measurements of 6 serum carotenoid levels and 4 associated indices. Main Outcomes and Measures: All-cause, cancer, and CVD mortality, categorized by International Classification of Diseases, Ninth Revision and International Statistical Classification of Diseases and Related Health Problems, Tenth Revision codes, were recorded. A time-dependent Cox regression model was performed to examine associations between time-varying serum carotenoid levels and mortality. Results: Among 3116 individuals who received physical examinations, the mean (SD) age was 54.7 (10.6) years and 1883 (60.4%) were women. During the follow-up period, 762 deaths from all causes, 253 deaths from cancer, and 210 deaths from CVD were ascertained. In a time-dependent Cox regression analysis, for every 25% higher serum levels of total carotenoids, risks were statistically significantly lower for all-cause mortality (hazard ratio [HR], 0.85; 95% CI, 0.82-0.87; P <.001), cancer mortality (HR, 0.82; 95% CI, 0.78-0.87; P <.001), and CVD mortality (HR, 0.86; 95% CI, 0.81-0.91; P <.001). Using only baseline measures, for every 25% higher serum levels of total carotenoids, risks were also statistically significantly lower for all-cause mortality (HR, 0.92; 95% CI, 0.89-0.95; P <.001), cancer mortality (HR, 0.87; 95% CI, 0.83-0.93; P <.001), and CVD mortality (HR, 0.93; 95% CI, 0.88-0.99; P =.03) but with larger HRs than those associated with repeated measurements. Conclusions and Relevance: This study found that higher levels of serum carotenoids in analysis using repeated measurements were associated with significantly lower all-cause and cause-specific mortality over a follow-up period of 25 years..
  • Koji Suzuki, Hiroya Yamada, Ryosuke Fujii, Eiji Munetsuna, Yoshitaka Ando, Koji Ohashi, Hiroaki Ishikawa, Mirai Yamazaki, Keisuke Maeda, Shuji Hashimoto, Nobuyuki Hamajima
    Journal of Hypertension, 39(1) 84-89, Jan, 2021  Peer-reviewedLead authorCorresponding author
    Objective: MicroRNAs (miRNAs) are small noncoding RNAs that regulate gene expression and play essential roles in the pathogenesis of cardiovascular disease. Previous crosssectional studies showed that the levels of several circulating miRNA are associated with hypertension, but there are no prospective longitudinal studies using a general population. The aim of this study is to evaluate the impact of circulating vascular-related miRNA (miR-126, miR-221, and miR-222) on changes in blood pressure and new-onset hypertension in a Japanese population. Methods: We conducted a 5-year longitudinal study using 192 health examination participants (87 men and 105 women). Serum miRNAs were measured using quantitative reverse transcription-PCR. Information regarding lifestyle and health condition was obtained using a selfadministered questionnaire. Logistic regression analyses were performed to calculate odds ratios and 95% confidence intervals for new-onset hypertension in the 5-year period between the low and high group of serum miRNAs. Results: Serum levels of miR-126, miR-221, and miR-222 were significantly and negatively associated with changes in SBP and the rate of change of SBP. Serum miR-126, miR-221, and miR-222 levels were significantly lower in new-onset hypertensive patients compared with normotensive individuals. The confounding factors adjusted odds ratios of each 1 increment in serum miR-126, miR- 221, and miR-222 levels were 0.82 (95% confidence interval: 0.69-0.98), 0.79 (0.68-0.91), and 0.61 (0.46- 0.81) for new-onset hypertension, respectively. Conclusion: Low serum levels of miR-126, miR-221, and miR-222 were associated with increased blood pressure and new-onset of hypertension. These circulating miRNAs are potential candidate biomarkers for the prediction of hypertension.
  • Ryosuke Fujii, Hiroya Yamada, Eiji Munetsuna, Mirai Yamazaki, Genki Mizuno, Yoshitaka Ando, Keisuke Maeda, Yoshiki Tsuboi, Koji Ohashi, Hiroaki Ishikawa, Chiharu Hagiwara, Kenji Wakai, Shuji Hashimoto, Nobuyuki Hamajima, Koji Suzuki
    Nutrition, 81, Jan, 2021  Peer-reviewedLast authorCorresponding author
    Objectives: A diet rich in fish and ω-3 polyunsaturated fatty acids (PUFAs) has been thought to reduce the risk for cardiovascular disease (CVD). The beneficial effects of fish oil and ω-3 PUFA on CVD can be mediated by epigenetic status of the genes associated with lipid metabolism and inflammation. The aim of this study was to investigate whether dietary fish and fatty acid (FA) intakes are associated with leukocyte ATP-binding cassette transporter A1 (ABCA1) DNA methylation levels in a Japanese population. Methods: This cross-sectional study included 298 adults (137 men and 161 women) without clinical history of CVD or cancer. The pyrosequencing method was used to measure leukocyte ABCA1 DNA methylation levels. Dietary fish and FA intakes were assessed based on the validated food frequency questionnaire. Results: Mean ABCA1 DNA methylation levels were significantly lower in the highest fish intake groups (≥5–6/wk) compared with the lowest intake group (≤1–2/wk; P = 0.004). In multivariable linear regression analyses, higher dietary intake of ω-3 PUFAs and ω-3 highly unsaturated fatty acids was significantly associated with decreased levels of ABCA1 DNA methylation (P = 0.001 and 0.005); whereas no significant associations were seen between intake of dietary saturated fatty acid, monounsaturated fatty acid, and ω-6 PUFAs and ABCA1 DNA methylation. Conclusion: Higher dietary fish and ω-3 PUFA intake were associated with lower ABCA1 DNA levels in a Japanese population. The present results may bring potential insights on biological mechanisms underlying the protective effects of dietary fish and ω-3 PUFA intakes on CVD.
  • Koji Suzuki, Hiroya Yamada, Ryosuke Fujii, Eiji Munetsuna, Yoshitaka Ando, Koji Ohashi, Hiroaki Ishikawa, Mirai Yamazaki, Keisuke Maeda, Shuji Hashimoto, Nobuyuki Hamajima
    Journal of hypertension, 39(1) 84-89, Jul 27, 2020  Peer-reviewedLead authorCorresponding author
    OBJECTIVE: MicroRNAs (miRNAs) are small noncoding RNAs that regulate gene expression and play essential roles in the pathogenesis of cardiovascular disease. Previous cross-sectional studies showed that the levels of several circulating miRNA are associated with hypertension, but there are no prospective longitudinal studies using a general population. The aim of this study is to evaluate the impact of circulating vascular-related miRNA (miR-126, miR-221, and miR-222) on changes in blood pressure and new-onset hypertension in a Japanese population. METHODS: We conducted a 5-year longitudinal study using 192 health examination participants (87 men and 105 women). Serum miRNAs were measured using quantitative reverse transcription-PCR. Information regarding lifestyle and health condition was obtained using a self-administered questionnaire. Logistic regression analyses were performed to calculate odds ratios and 95% confidence intervals for new-onset hypertension in the 5-year period between the low and high group of serum miRNAs. RESULTS: Serum levels of miR-126, miR-221, and miR-222 were significantly and negatively associated with changes in SBP and the rate of change of SBP. Serum miR-126, miR-221, and miR-222 levels were significantly lower in new-onset hypertensive patients compared with normotensive individuals. The confounding factors adjusted odds ratios of each 1 increment in serum miR-126, miR-221, and miR-222 levels were 0.82 (95% confidence interval: 0.69-0.98), 0.79 (0.68-0.91), and 0.61 (0.46-0.81) for new-onset hypertension, respectively. CONCLUSION: Low serum levels of miR-126, miR-221, and miR-222 were associated with increased blood pressure and new-onset of hypertension. These circulating miRNAs are potential candidate biomarkers for the prediction of hypertension.
  • Koji Suzuki, Nitin Shivappa, Miyuki Kawado, Hiroya Yamada, Shuji Hashimoto, Kenji Wakai, Hiroyasu Iso, Emiko Okada, Ryosuke Fujii, James R Hébert, Akiko Tamakoshi
    Nagoya journal of medical science, 82(2) 237-249, May, 2020  Peer-reviewedLead authorCorresponding author
    Diet plays an important role in the regulation of chronic inflammation, which is linked to cardiovascular disease (CVD) and several cancers. The dietary inflammatory index (DII®) was developed to estimate the inflammatory potential of an individual's diet. We examined the association between DII scores and serum high-sensitivity C-reactive protein (hs-CRP) concentrations using the baseline data from the Japan Collaborative Cohort Study (JACC Study). Data were from 1176 control subjects (650 men and 526 women) in a nested case-control study of several cancers and CVD in the JACC Study who were free of cancer and CVD at baseline. DII scores were calculated from 26 food parameters that were derived from a validated food frequency questionnaire administered at the baseline. Energy-adjusted DII scores were calculated using the residual method. Serum hs-CRP concentrations were measured by latex-enhanced nephelometry or enzyme-immunoassay. In multivariable logistic regression analysis adjusting for potential confounders including sex, age, smoking habits, drinking habits, body mass index, and history of hypertension, the odds ratio (OR) and 95% confidence intervals (CI) for high serum hs-CRP concentrations (>1.0 mg/L) was significantly higher in the highest versus the lowest DII quartile (ORQuartile4vs1 = 1.32, 95% CI = 1.01 to 2.52). Likewise, a 1-point increase in DII score was associated with a 14% increased risk of high serum hs-CRP concentrations (ORContinuous = 1.09, 95%CI = 1.01 to 1.19). A pro-inflammatory diet, as represented by high DII scores, was associated with high serum hs-CRP concentrations in this Japanese population.
  • Ryosuke Fujii, Hiroya Yamada, Eiji Munetsuna, Mirai Yamazaki, Koji Ohashi, Hiroaki Ishikawa, Keisuke Maeda, Chiharu Hagiwara, Yoshitaka Ando, Shuji Hashimoto, Nobuyuki Hamajima, Koji Suzuki
    Journal of epidemiology, 30(4) 177-182, Apr 5, 2020  Peer-reviewedLast authorCorresponding author
    BACKGROUND: MicroRNAs (miRNAs) play crucial roles in the development of various diseases, including chronic kidney disease (CKD). Although previous studies in clinically severe patients have investigated associations between CKD and miRNAs, with particular attention on renal fibrosis, relationships in a general population have yet to be established. The aim of this study was to examine the relationship between expression level of circulating miRNAs and CKD in a middle-aged Japanese population. METHODS: A final total of 513 individuals (216 men and 297 women) who participated in the health check-up program in 2012 were included in our analysis. Quantitative real-time polymerase chain reaction was used to determine expression levels of 22 miRNAs. Estimated glomerular filtration rate (eGFR) was calculated based on serum creatinine level, sex, and age. Participants with eGFR <60 mL/min/1.73 m2 were defined as having CKD. RESULTS: Three different miRNAs (miR-17, miR-21, and miR-150) showed significant correlations with eGFR after Bonferroni correction and were selected for further analyses. Expression levels of miR-17, miR-21, and miR-150 miRNAs were positively associated with eGFR after adjusting for potential confounders (P = 0.004, 0.002, and 0.004, respectively). Logistic regression analyses showed significantly lower odds ratios for CKD (eGFR <60 mL/min/1.73 m2) in the highest tertile of all three miRNAs (miR-17, miR-21, and miR-150) compared with the lowest tertile (P = 0.003, 0.01, and 0.02, respectively). CONCLUSIONS: We found that three circulating miRNAs were significantly associated with CKD in a general Japanese population, which suggested that these miRNAs may be biomarkers for CKD among general adults.
  • Keisuke Maeda, Hiroya Yamada, Eiji Munetsuna, Ryosuke Fujii, Mirai Yamazaki, Yoshitaka Ando, Genki Mizuno, Hiroaki Ishikawa, Koji Ohashi, Yoshiki Tsuboi, Shuji Hashimoto, Nobuyuki Hamajima, Koji Suzuki
    PloS one, 15(7) e0235486-e0235486, 2020  Peer-reviewedLast authorCorresponding author
    Thioredoxin-interacting protein (TXNIP) inhibits the activity of thioredoxin (TXN), leading to increased oxidative stress. Expression of the TXNIP gene is regulated by DNA methylation. However, no study has reported the influence of lifestyle factors on TXNIP DNA methylation. Our goal was to determine the association between smoking habits and TXNIP DNA methylation levels in a Japanese population. We conducted a cross-sectional study of 417 subjects (180 males and 237 females) participating in a health examination. We used a pyrosequencing assay to determine TXNIP DNA methylation levels in leukocytes. The mean TXNIP DNA methylation level in current smokers (75.3%) was significantly lower than that in never and ex-smokers (never: 78.1%, p < 0.001; ex: 76.9%, p = 0.013). Multivariable logistic regression analyses showed that the OR for TXNIP DNA hypomethylation was significantly higher in current smokers than that in never smokers, and significantly higher in current smokers with years of smoking ≥ 35 and Brinkman Index ≥ 600 compared to that in non-smokers. In conclusion, we found that current smokers had TXNIP DNA hypomethylation compared to never and ex-smokers. Moreover, long-term smoking and high smoking exposure also were associated with TXNIP DNA hypomethylation.
  • Ryosuke Fujii, Hiroya Yamada, Mirai Yamazaki, Eiji Munetsuna, Yoshitaka Ando, Koji Ohashi, Hiroaki Ishikawa, Haruki Shimoda, Kiyomi Sakata, Akira Ogawa, Seiichiro Kobayashi, Koji Suzuki
    BMC nephrology, 20(1) 474-474, Dec 21, 2019  Peer-reviewed
    BACKGROUND: A recent study has reported that incidence of chronic kidney disease (CKD) is higher in evacuees, but the molecular mechanism still remains unclear. One plausible hypothesis is a change in vascular function following to psychological distress. In order to assess molecular mechanisms underlying this association, we examined whether cardiovascular disease (CVD)-associated miRNAs (miR-126, miR-197, and miR-223) were associated with CKD among Japanese elderly survivors after an earthquake. METHODS: We analyzed 1385 individuals (670 men and 715 women) who participated in a post-disaster health check-up after the Great East Japan Earthquake, which occurred in 2011. The check-up involved collection of information about lifestyle, clinical history, the degree of housing damage, and baseline measurement of the estimated glomerular filtration rate. Expression levels of miRNAs were determined using real-time polymerase chain reaction. Estimated glomerular filtration rate (eGFR) was calculated using sex, age, and serum creatinine. CKD was defined as eGFR < 60 ml/min/1.73m2. The multivariable regression analyses were performed to examine the associations between CVD-associated miRNAs and CKD after adjusting potential confounders. RESULTS: Mean age (standard deviation) of participants with normal kidney function and CKD was 62.7 (10.6) and 71.9 (8.1) years, respectively. Expression levels of these miRNAs in participants with CKD were significantly lower than normal kidney function (all p < 0.001). Even after adjusting for lifestyle, clinical profiles, and psychological distress, significant associations between three miRNAs and CKD still remained. A significant linear association between the cumulative score of these miRNAs and CKD was found (p = 0.04). CONCLUSIONS: This cross-sectional study suggested that CVD-associated miRNAs were an important factor of CKD in an elderly Japanese population after earthquake. Future studies need to examine this association in longitudinal dataset.
  • Yoshitaka Ando, Mirai Yamazaki, Hiroya Yamada, Eiji Munetsuna, Ryosuke Fujii, Genki Mizuno, Naohiro Ichino, Keisuke Osakabe, Keiko Sugimoto, Hiroaki Ishikawa, Koji Ohashi, Ryoji Teradaira, Yoshiji Ohta, Nobuyuki Hamajima, Shuji Hashimoto, Koji Suzuki
    Scientific reports, 9(1) 18856-18856, Dec 11, 2019  Peer-reviewedLast authorCorresponding author
    Non-alcoholic fatty liver disease (NAFLD) is closely associated with obesity, metabolic syndrome, and type II diabetes mellitus. Recently, circulating microRNAs (miRNAs) have been proposed as useful disease biomarkers. We examined whether circulating miRNAs, such as miR-20a, miR-27a, and miR-126, were useful biomarkers for NAFLD. We conducted a cross-sectional analysis of 527 subjects aged 39 years or older who had undergone a health examination in the Yakumo Study. Of the residents, 92 were diagnosed with NAFLD using a registered medical sonographer. Serum miR-20a, miR-27a and miR-126 levels were measured by quantitative real-time PCR. We then calculated the odds ratios for serum miRNA level changes according to the severity of NAFLD using normal liver status as the reference group. Serum levels of miR-20a and 27a, but not miR-126, were significantly lower in NAFLD subjects than normal subjects. Serum miR-20a and miR-27a levels were significantly lower in both male and female severe NAFLD subjects. Logistic regression analysis showed a significant relationship between low circulating miR-20a and 27a levels and severe NAFLD. Down-regulated circulating miR-20a and 27a levels were significantly associated with severe NAFLD in the general population. Circulating miR-20a and miR-27a may be useful biomarkers for severe NAFLD.
  • Ryosuke Fujii, Hiroya Yamada, Eiji Munetsuna, Mirai Yamazaki, Yoshitaka Ando, Genki Mizuno, Yoshiki Tsuboi, Koji Ohashi, Hiroaki Ishikawa, Chiharu Hagiwara, Keisuke Maeda, Shuji Hashimoto, Koji Suzuki
    The American journal of clinical nutrition, 110(5) 1213-1219, Nov 1, 2019  Peer-reviewedLast authorCorresponding author
    BACKGROUND: Higher intake of fruits and vegetables is associated with reduced risk of specific types of cancer and of cardiovascular disease (CVD), but the protective role of the vitamins contained in fruits and vegetables on CVD is controversial. This discrepancy can raise the question of the effects of antioxidants in vitamins on CVD. Recently, we reported that higher vegetable intake was significantly associated with the decreased DNA methylation level of ATP-binding cassette transporter A1 (ABCA1), a gene associated with HDL-cholesterol metabolism. OBJECTIVE: We investigated whether ABCA1 DNA methylation mediates an effect of dietary vitamin intake on lipid profiles, an important risk factor for CVD, in a Japanese population. METHODS: A total of 225 individuals (108 men and 117 women) with no clinical history and no drug use for dyslipidemia participated in this cross-sectional study. We used the pyrosequencing method to measure the ABCA1 DNA methylation levels at 8 CpG sites, and we used mean DNA methylation level in statistical analysis. Dietary vitamin intake was assessed with the FFQ and adjusted for the residual method. RESULTS: In women, higher dietary vitamin intake [vitamin A, β-carotene, folic acid, vitamin C (VC), vitamin D, and vitamin E] was significantly associated with lower mean ABCA1 DNA methylation levels (P = 0.004, 0.03, 0.005, 0.001, 0.03, and 0.04, respectively). In addition, in women, we found a significant inverse association between mean ABCA1 DNA methylation and HDL cholesterol (P = 0.04) but not for other lipid indexes. Mediation analysis showed a significant indirect effect of VC intake on HDL cholesterol through ABCA1 DNA methylation level in women (P = 0.04). CONCLUSIONS: Although this study does not prove causality, the results suggest that ABCA1 DNA methylation mediates the protective effect of VC on HDL cholesterol in women, which could offer a novel biological mechanism in CVD prevention.
  • Ryosuke Fujii, Hiroya Yamada, Eiji Munetsuna, Mirai Yamazaki, Genki Mizuno, Yoshiki Tsuboi, Koji Ohashi, Hiroaki Ishikawa, Yoshitaka Ando, Chiharu Hagiwara, Keisuke Maeda, Shuji Hashimoto, Nobuyuki Hamajima, Koji Suzuki
    Nutrition (Burbank, Los Angeles County, Calif.), 65 1-5, Sep, 2019  Peer-reviewedLast authorCorresponding author
    OBJECTIVE: Dietary intake of vegetables is one of the key lifestyle factors associated with preventing cancer and cardiovascular disease (CVD). Although previous studies have provided evidence that dietary factors can alter global DNA methylation levels in humans, little work has been done on dietary factors influencing methylation levels of specific genes associated with CVD. The aim of this study was to examine whether dietary intake of vegetables was associated with adenosine triphosphate-binding membrane cassette transporter A1 (ABCA1) DNA methylation levels in leukocytes in a Japanese population. METHODS: This cross-sectional study included 279 Japanese adults (125 men, 154 women) without any clinical history of cancer, stroke, or ischemic heart disease. ABCA1 DNA methylation levels in leukocytes were measured using a pyrosequencing method. Information on dietary vegetable intake was obtained from the validated food frequency questionnaire. RESULTS: Mean ABCA1 DNA methylation levels in men and women were 35.6% ± 6.5% and 36.9% ± 6.7%, respectively. In women, multivariable linear regression analysis showed that the group with the highest dietary vegetable intake (carrot, broccoli, pumpkin, and all vegetables) showed significantly lower levels of ABCA1 DNA methylation than the lowest intake group (P = 0.04, <0.001, 0.001, and 0.02, respectively). No significant association was observed between dietary intake of vegetables and DNA methylation levels in men. CONCLUSIONS: High dietary intake of vegetables was associated with decreased ABCA1 DNA methylation levels in Japanese women. This may contribute to a better understanding of the protective effects of dietary vegetable intake on CVD.
  • Ryosuke Fujii, Asahi Hishida, Koji Suzuki, Nahomi Imaeda, Chiho Goto, Nobuyuki Hamajima, Kenji Wakai, Takaaki Kondo
    The British journal of nutrition, 121(11) 1215-1222, Jun, 2019  Peer-reviewed
    Cluster of differentiation 36 (CD36) is a membrane receptor expressed on a wide variety of human cells. CD36 polymorphisms are reportedly associated with oral fat perception, dietary intake and metabolic disorders. The present study examined associations of two CD36 polymorphisms (rs1761667 and rs1527483) and dietary fat intake, and metabolic phenotypes in a Japanese population. This cross-sectional study was conducted based on clinical information collected from health check-ups in Japan (n 495). Dietary nutrient intake was estimated from a validated short FFQ and adjusted for total energy intake using the residual method. Mean blood pressure was calculated from systolic blood pressure (SBP) and diastolic blood pressure (DBP). Hypertension was defined as SBP ≥ 130 mmHg and/or DBP ≥ 85 mmHg, or use of antihypertensive drugs. Genotyping was performed using PCR with confronting two-pair primers method. Mean age was 63·4 (sd 9·9) years. Individuals with the AA genotype showed higher total fat and MUFA intake (standardised β = 0·110 and 0·087, P = 0·01 and 0·05, respectively) compared with the GG and GA genotypes. For metabolic phenotypes, the AA genotype of rs1761667 had a lower blood pressure compared with the GG genotype (standardised β = -0·123, P = 0·02). Our results suggested that the AA genotype of rs1761667 in the CD36 gene was associated with higher intake of total fat and MUFA and lower risk of hypertension in a Japanese population.
  • Mari Kondo, Hiroya Yamada, Eiji Munetsuna, Mirai Yamazaki, Takeshi Hatta, Akihiko Iwahara, Koji Ohashi, Hiroaki Ishikawa, Yoshiki Tsuboi, Takashi Inoue, Ryosuke Fujii, Koji Suzuki
    Archives of Gerontology and Geriatrics, 82 155-160, May, 2019  Peer-reviewedLast authorCorresponding author
    © 2019 Elsevier B.V. Objectives: MicroRNAs (miRNAs) dysregulate gene expression by binding to target messenger RNAs, and play an important role in the pathogenesis of various diseases, including cancers, cardiovascular diseases and diabetes. Circulating miRNAs have increasingly been recognized as biomarkers for detecting and diagnosing those diseases. Few studies have investigated the association of circulating miRNA with the early stages of cognitive impairment, such as mild cognitive impairment, in the general population. The purpose of this study was to examine the association between cognitive function and several serum miRNAs levels related to amyloid precursor protein (APP) proteolysis in a Japanese general population who had never been diagnosed with dementia. Methods: We conducted a cross-sectional study of 337 Japanese subjects (144 men, 193 women) who attended a health examination. The short form of the Mini-Mental State Examination (SMMSE) was used to assess cognitive function. Serum levels of 6 miRNAs (let-7d, miR-17, miR-20a, miR-27a, miR-34a, miR-103a) were measured by quantitative real-time polymerase chain reaction. Results: Multivariable-adjusted odds ratios (ORs) for lower SMMSE score (SMMSE score < 28) were significantly increased in the lowest tertile of serum miR-20a (OR, 2.08; 95% confidence interval (CI), 1.09–4.04) and miR-103a (OR, 1.91; 95%CI, 1.00–3.69) compared to the highest tertile. Moreover, serum levels of miR-20a, -27a, and -103a were linearly and positively associated with SMMSE scores after adjustment for confounding factors. Conclusion: Low serum levels of miR-20a, -27a, and -103a are independently associated with cognitive impairment.
  • Yoshiki Tsuboi, Hiroya Yamada, Eiji Munetsuna, Mirai Yamazaki, Genki Mizuno, Yuri Murase, Koji Ohashi, Hiroaki Ishikawa, Mari Kondo, Takashi Inoue, Shuji Hashimoto, Nobuyuki Hamajima, Koji Suzuki
    Journal of atherosclerosis and thrombosis, 25(12) 1231-1239, Dec 1, 2018  Peer-reviewedLast authorCorresponding author
    AIM: Aberrant global DNA methylation is involved in the development of several diseases, including cardiovascular disease (CVD). We investigated whether the methylation of long interspersed nuclear element-1 (LINE-1) in leukocytes is associated with dyslipidemia, a major risk factor for CVD, in the Japanese general population. METHODS: We conducted a cross-sectional study consisting of 420 Japanese subjects (187 men and 233 women) without a clinical history of cancer, stroke, or ischemic heart disease. LINE-1 DNA methylation levels in leukocytes were measured using a pyrosequencing method. RESULTS: Significantly higher odds ratios (ORs) for hypermethylation were observed in the high LDL cholesterol and high LDL/HDL ratio groups than the corresponding normal group (high LDLC group: OR, 1.88; 95% confidence interval [CI], 1.20-2.96, high LDL/HDL ratio group: OR, 1.90; 95% CI, 1.20-3.01). Subjects with 2 or more lipid abnormalities had significantly higher ORs for hypermethylation than those with no lipid abnormality (OR, 2.31; 95% CI, 1.11-4.82). CONCLUSION: LINE-1 DNA hypermethylation in leukocytes was associated with CVD risk profiles: high LDLC, high LDL/HDL ratio, and the degree of abnormal lipid metabolism.
  • Suzuki K, Yamada H, Nagura A, Ohashi K, Ishikawa H, Yamazaki M, Ando Y, Ichino N, Osakabe K, Sugimoto K, Hamajima N, Inoue T
    Fijita Med J, 2 1-5, 2016  Peer-reviewedLead authorCorresponding author

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  • 生活習慣病発症予測マーカーの探索(住民健診受診者を対象としたエピジェネティックバイオマーカーを用いた生活習慣病予防に関する疫学研究。Clin Chim Acta. 2013;424:99-103., Arch Gerontol Geriatr. 2019;82:155-160., Am J Clin Nutr. 2019;110(5):1213-1219. J Hypertens. 2021;39(1):84-89. etc.) *本研究シーズに関する産学共同研究の問い合わせは藤田医科大学産学連携推進セン ター(fuji-san@fujita-hu.ac.jp)まで
  • ①Pyrosequencing法を用いた白血球DNAメチル化率の測定 ②quantitative real-time PCRによる血清microRNAの測定 ③HPLC法による血清カロテノイドの分画測定 *本研究ニーズに関する産学共同研究の問い合わせは藤田医科大学産学連携推進センター(fuji-san@fujita-hu.ac.jp)まで