Curriculum Vitaes

Yoshiki Tsuboi

  (坪井 良樹)

Profile Information

Affiliation
Fujita Health University
Degree
博士(医療科学)(Mar, 2023)

Researcher number
60908466
ORCID ID
 https://orcid.org/0000-0001-8145-3949
J-GLOBAL ID
202101006497253995
researchmap Member ID
R000023306

Papers

 41
  • Yoshiki Tsuboi, Hiroya Yamada, Ryosuke Fujii, Mirai Yamazaki, Eiji Munetsuna, Yoshitaka Ando, Genki Mizuno, Yuji Hattori, Hiroshi Okumiyama, Kazuma Murakami, Hiroaki Ishikawa, Koji Ohashi, Koji Suzuki
    Cancer Epidemiology, Biomarkers & Prevention, Oct 3, 2025  
  • Ryosuke Fujii, Mako Nagayoshi, Masahiro Nakatochi, Shuntaro Sato, Yoshiki Tsuboi, Koji Suzuki, Hiroaki Ikezaki, Yuichiro Nishida, Yoko Kubo, Shiroh Tanoue, Sadao Suzuki, Teruhide Koyama, Kiyonori Kuriki, Naoyuki Takashima, Sakurako Katsuura-Kamano, Yukihide Momozawa, Kenji Wakai, Keitaro Matsuo
    Journal of the American Heart Association, 14(6) e038572, Mar 18, 2025  
    BACKGROUND: Although utility of composite trait-specific polygenic risk score (multi-trait PRS) has been examined among European ancestries, few studies investigated among East Asians and incorporated modifiable risk factors. We examined the associations of multi-trait PRS for cardiometabolic factors with cardiovascular disease mortality by integrating nongenetic determinants. METHODS: A total of 14 086 Japanese participants (mean age, 55±9; 55.8% women) of the J-MICC (Japan Multi-Institutional Collaborative Cohort) study were analyzed in this study. We calculated 6 PRSs for cardiometabolic traits (systolic blood pressure, body mass index, triglycerides, low-density lipoprotein cholesterol, estimated glomerular filtration rate, and hemoglobin A1c). Based on these PRSs, we developed multi-trait PRS and considered as a primary exposure. Three nongenetic factors (smoking, alcohol drinking, and educational attainment) from the self-reported questionnaire were also examined. RESULTS: During a median 12.1-year follow-up period, a total of 472 all-cause and 79 cardiovascular disease mortality cases were documented. Compared with 0% to 90% of multi-trait PRSs, an adjusted hazard ratio (HR) among the top 10% of multi-trait PRSs was 1.32 (95% CI, 1.00-1.73) for all-cause death and 2.63 (95% CI, 1.48-4.67) for cardiovascular disease death. Incorporation of educational attainment with multi-trait PRSs showed null associations in those who went beyond high school (HR, 2.07 [95% CI, 0.44-9.66]) even in the top 10% of multi-trait PRS. CONCLUSIONS: Our analysis combining both genetic and nongenetic determinants highlighted that lifestyle factors and educational attainment can slightly reduce an individual's composite genetic risk for cardiovascular disease death.
  • Hiroshi Okumiyama, Ryosuke Fujii, Yoshiki Tsuboi, Kazuma Murakami, Riku Umematsu, Yoshitaka Ando, Hiroaki Ishikawa, Genki Mizuno, Koji Ohashi, Hiroya Yamada, Mirai Yamazaki, Koji Suzuki
    Journal of Epidemiology, 2025  
  • Takashi Kuroiwa, Yoshiki Tsuboi, Takehiro Michikawa, Kaori Tajima, Yuki Uraya, Atsushi Maeda, Kanae Shizu, Katsuji Suzuki, Koji Suzuki, Yusuke Kawano, Nobuyuki Fujita
    Journal of orthopaedic research : official publication of the Orthopaedic Research Society, 43(1) 84-93, Jan, 2025  
    Hand osteoarthritis (HOA), characterized by an earlier onset age and reduced susceptibility to mechanical stress compared with knee and hip osteoarthritis, is considered a suitable disease for identifying predictive biomarkers of osteoarthritis. In particular, DNA methylation variants, expected to contribute to HOA susceptibility, hold potential as osteoarthritis biomarkers. In this study, leukocyte DNA methylation patterns were analyzed in blood samples from patients with HOA, aiming to identify disease-specific biomarkers for osteoarthritis. Using DNA methylation microarrays, we analyzed samples from three subjects with HOA and three age- and gender-matched healthy individuals. For validation, pyrosequencing analysis was conducted using samples from 16 to 9 subjects with and without HOA, respectively. From 735,026 probes in the DNA methylation array, the Top 100 CpG sites associated with HOA, based on low adjusted P-values, including those targeting bone morphogenetic protein 7 (BMP7), SBF2-AS1, PLOD2, ICOS, and CSF1R were identified. Validation analysis revealed significantly higher methylation levels in the BMP7-related site in the HOA group compared with the control group, even after adjusting for age, gender, and body mass index (p = 0.037). In contrast, no significant difference was observed in the other selected CpG sites between the HOA and control groups. This study highlights the significantly increased frequency of methylation at the specific BMP7 site in leukocytes of patients with HOA, suggesting its potential as a biomarker for HOA. Measurement of methylation levels at the CpG sites identified in this study offers a potential approach to prevent future osteoarthritis progression, providing valuable insights into disease management.
  • Toshiki Tajima, Tomohiko Isobe, Isao Saito, Takaaki Kondo, Koji Suzuki, Ryosuke Fujii, Yoshiki Tsuboi, Yoshiko Sugita-Konishi, Jun Ueyama
    Environmental health and preventive medicine, 30 19-19, 2025  
    BACKGROUND: Among the more than 300 mycotoxins that are known to have toxic effects on animals and humans, Fusarium toxins deoxynivalenol (DON), T-2 and HT-2 toxins (T2/HT2), and zearalenone (ZEN) are frequently detected in domestic agricultural products. This study aimed to assess DON, T2/HT2, and ZEN exposure in Japanese adults by measuring urinary mycotoxins, observing their distributions, and making comparisons with data from other countries. METHODS: A total of 201 individuals participated in the study. Twenty-four-hour urine samples were collected from young adults (34 men and 35 women) in the Tokai region (urban area) and spot urine samples were collected from middle-aged and elderly adults (64 men and 68 women) in the Donan area of Hokkaido Prefecture (rural area). Urinary DON, T2/HT2, and ZEN levels were measured using a validated liquid chromatography-tandem mass spectrometry method. RESULTS: For DON, T2/HT2, and ZEN, the detection frequencies above the limit of detection (LOD) level (0.15, 0.13, and 0.01 µg/L, respectively) in all the samples were 53%, 26%, and 71%, respectively. The median concentrations (95th percentile) of urinary DON, HT2, and ZEN were 0.19 (3.93), <LOD (0.55), and 0.02 (0.12) µg/L, respectively. Although at least one of the investigated mycotoxins was detected in the urine of 86% of study participants, the concentrations were similar to or lower than those found in other countries (from 19 reports within the past decade). Moreover, the probable daily intake (PDI) values in the present study were lower than the provisional maximum tolerable daily intake levels. The urinary mycotoxin levels did not significantly differ with respect to sex, age, or occupation. CONCLUSIONS: This study represents the first comprehensive exposure assessment for DON, T2/HT2, and ZEN in Japanese adults using human biomonitoring methods. These data provide valuable information for a better understanding of mycotoxin exposure in Japan.
  • Yoshiki Tsuboi, Hiroya Yamada, Ryosuke Fujii, Mirai Yamazaki, Eiji Munetsuna, Yoshitaka Ando, Koji Ohashi, Hiroaki Ishikawa, Hiroshi Okumiyama, Masaya Nakae, Haruki Shimoda, Kiyomi Sakata, Koji Suzuki
    Biomarkers : biochemical indicators of exposure, response, and susceptibility to chemicals, 29(6) 368-375, Sep, 2024  
    BACKGROUND: Incidence of ischemic stroke increased after natural disasters. Therefore, it is important to establish a means of identifying high-risk populations for incident stroke. We performed a prospective cohort study to examine whether these three cardiovascular disease-related miRNAs (miR-126, miR-197, and miR-223) are associated with incident stroke among elderly survivors of the Great East Japan Earthquake. METHOD: This cohort study was conducted using the data of 1192 survivors of the Great East Japan Earthquake over 60-years old who underwent a health check-up in December 2011. We followed up participants to record stroke cases until the end of 2016. We measured serum miRNAs by quantitative real-time polymerase chain reaction. HRs for incident stroke were estimated by Cox proportional hazard regression analyses. RESULT: The serum miR-197 level was significantly associated with the incident stroke; the HR per one standard deviation change in the miR-197 level was 1.65 (95% confidence interval: 1.19 - 2.30). In contrast, the levels of miR-126 and miR-223 were not associated with the incident stroke. CONCLUSION: We found that a higher miR-197 level is associated with an increased risk of incident stroke; thus, miR-197 is expected to be useful as a predictive biomarker.
  • Ryosuke Fujii, Asahi Hishida, Masahiro Nakatochi, Hiroshi Okumiyama, Naoyuki Takashima, Yoshiki Tsuboi, Koji Suzuki, Hiroaki Ikezaki, Chisato Shimanoe, Yasufumi Kato, Takashi Tamura, Hidemi Ito, Nobuaki Michihata, Shiroh Tanoue, Sadao Suzuki, Kiyonori Kuriki, Aya Kadota, Takeshi Watanabe, Yukihide Momozawa, Kenji Wakai, Keitaro Matsuo
    Hypertension research : official journal of the Japanese Society of Hypertension, Jul 3, 2024  
    Although previous polygenic risk score (PRS) studies for cardiovascular disease (CVD) focused on incidence, few studies addressed CVD mortality and quantified risks by environmental exposures in different genetic liability groups. This prospective study aimed to examine the associations of blood pressure PRS with all-cause and CVD mortality and to quantify the attributable risk by modifiable lifestyles across different PRS strata. 9,296 participants in the Japan Multi-Institutional Collaborative Cohort Study without hypertension at baseline were analyzed in this analysis. PRS for systolic blood pressure and diastolic blood pressure (PRSSBP and PRSDBP) were developed using publicly available Biobank Japan GWAS summary statistics. CVD-related mortality was defined by the International Classification of Diseases 10th version (I00-I99). Cox-proportional hazard model was used to examine associations of PRSs and lifestyle variables (smoking, drinking, and dietary sodium intake) with mortality. During a median 12.6-year follow-up period, we observed 273 all-cause and 41 CVD mortality cases. Compared to the middle PRS group (20-80th percentile), adjusted hazard ratios for CVD mortality at the top PRS group ( > 90th percentile) were 3.67 for PRSSBP and 2.92 for PRSDBP. Attributable risks of CVD mortality by modifiable lifestyles were higher in the high PRS group ( > 80th percentile) compared with the low PRS group (0-80th percentile). In summary, blood pressure PRS is associated with CVD mortality in the general Japanese population. Our study implies that integrating PRS with lifestyle could contribute to identify target populations for lifestyle intervention even though improvement of discriminatory ability by PRS alone is limited.
  • 土井洋輝, 石田秀和, 永沢大樹, 坪井良樹, 菊地良介, 市野直浩, 秋山秀彦, 齋藤邦明
    医学検査, 73(2) 323-331, Apr, 2024  
  • Keisuke Maeda, Ryosuke Fujii, Hiroya Yamada, Eiji Munetsuna, Mirai Yamazaki, Yoshitaka Ando, Genki Mizuno, Hiroaki Ishikawa, Koji Ohashi, Yoshiki Tsuboi, Yuji Hattori, Yuya Ishihara, Nobuyuki Hamajima, Shuji Hashimoto, Koji Suzuki
    Endocrine journal, Mar 28, 2024  
    Thioredoxin-interacting protein (TXNIP) plays an important role in glucose metabolism, and its expression is regulated by DNA methylation (DNAm). Although the association between TXNIP DNAm and type 2 diabetes mellitus has been demonstrated in studies with a cross-sectional design, prospective studies are needed. We therefore examined the association between TXNIP DNAm levels and longitudinal changes in glycemic traits by conducting a longitudinal study involving 169 subjects who underwent two health checkups in 2015 and 2019. We used a pyrosequencing assay to determine TXNIP DNAm levels in leukocytes (cg19693031). Logistic regression analyses were performed to assess the associations between dichotomized TXNIP DNAm levels and marked increases in glycemic traits. At four years, the TXNIP DNA hypomethylation group had a higher percentage of changes in fasting plasma glucose (FPG) and hemoglobin A1c (HbA1c) compared to those in the hypermethylation group. The adjusted odds ratios for FPG and HbA1c levels were significantly higher in the TXNIP DNA hypomethylation group than in the hypermethylation group. We found that TXNIP DNA hypomethylation at baseline was associated with a marked increase in glycemic traits. Leukocyte TXNIP DNAm status could potentially be used as an early biomarker for impaired glucose homeostasis.
  • Eirin Sakaguchi, Hiroyuki Naruse, Yuya Ishihara, Hidekazu Hattori, Akira Yamada, Hideki Kawai, Takashi Muramatsu, Yoshiki Tsuboi, Ryosuke Fujii, Koji Suzuki, Junnichi Ishii, Kuniaki Saito, Masayoshi Sarai, Masanobu Yanase, Yukio Ozaki, Hideo Izawa
    Scientific reports, 14(1) 75-75, Jan 2, 2024  
    The renal angina index (RAI) is a validated scoring tool for predicting acute kidney injury (AKI). We investigated the efficacy of the RAI in 2436 heterogeneous patients (mean age, 70 years) treated in cardiac intensive care units (CICUs). The RAI was calculated from creatinine and patient condition scores. AKI was diagnosed by the Kidney Disease: Improving Global Outcome criteria. The primary and secondary endpoints were the development of severe AKI and all-cause mortality, respectively. Four hundred thirty-three patients developed AKI, 87 of them severe. In multivariate analyses, the RAI was a significant independent predictor of severe AKI. During the 12-month follow-up period, 210 patients suffered all-cause death. Elevated RAI was independently associated with all-cause mortality, as was NT-proBNP (p < 0.001). The RAI is a potent predictor not only of severe AKI but also of adverse outcomes and substantially improved the 12-month risk stratification of patients hospitalized in CICUs.
  • Yoshitaka Ando, Eiji Munetsuna, Hiroya Yamada, Miyuki Ikeya, Atsushi Teshigawara, Itsuki Kageyama, Yuki Nouchi, Takuya Wakasugi, Mirai Yamazaki, Genki Mizuno, Yoshiki Tsuboi, Hiroaki Ishikawa, Nobutaka Ohgami, Koji Suzuki, Koji Ohashi
    Life sciences, 336 122315-122315, Jan 1, 2024  
    AIMS: The developmental origin of health and disease (DOHaD) theory postulates that poor nutrition during fetal life increases the risk of disease later in life. Excessive fructose intake has been associated with obesity, diabetes, and nonalcoholic fatty liver disease, and maternal fructose intake during pregnancy has been shown to affect offspring health. In this study, we investigated the effects of high maternal fructose intake on the liver stem/progenitor cells of offspring. MAIN METHOD: A fructose-based DOHaD model was established using Sprague-Dawley rats. Small hepatocytes (SHs), which play an important role in liver development and regeneration, were isolated from the offspring of dams that were fed a high-fructose corn syrup (HFCS) diet. The gene expression and DNA methylation patterns were analyzed on postnatal day (PD) 21 and 60. KEY FINDINGS: Maternal HFCS intake did not affect body weight or caloric intake, but differences in gene expression and DNA methylation patterns were observed in the SHs of offspring. Functional analysis revealed an association between metabolic processes and ion transport. SIGNIFICANCE: These results suggest that maternal fructose intake affects DNA methylation and gene expression in the liver stem/progenitor cells of offspring. Furthermore, the prolonged retention of these changes in gene expression and DNA methylation in adulthood (PD 60) suggests that maternal fructose intake may exert lifelong effects. These findings provide insights into the DOHaD for liver-related disorders and highlight the importance of maternal nutrition for the health of the next generation.
  • Genki Mizuno, Hiroya Yamada, Yoshiki Tsuboi, Eiji Munetsuna, Mirai Yamazaki, Yoshitaka Ando, Itsuki Kageyama, Yuki Nouchi, Atsushi Teshigawara, Yuji Hattori, Ryosuke Fujii, Hiroaki Ishikawa, Shuji Hashimoto, Koji Ohashi, Nobuyuki Hamajima, Koji Suzuki
    The journal of nutrition, health & aging, 28(1) 100013-100013, Jan, 2024  
    OBJECTIVES: The mitochondrial DNA (mtDNA) is unique and circular with multiple copies of the genome. The lower mtDNA copy number (mtDNA-CN) in leukocytes is associated with the risk of all-cause mortality. However, its long-term association is unknown. Thus, the study examined the association between mtDNA-CN and the risk of all-cause mortality in a long-term follow-up study in the Japanese population. DESIGN: This longitudinal study included the study cohort from an annual, population-based health checkup in the town of Yakumo, Hokkaido, Japan. SETTING AND PARTICIPANTS: 814 participants (baseline age range: 38-80 years, mean: 56.3 years) were included in this study in 1990. They were followed-up regarding mortality for about 30 years (median: 28.1 years) till 2019. MEASURES: The genomic DNA was extracted from peripheral blood mononuclear cells and the mtDNA-CN was measured using real-time polymerase chain reaction. The level of the mtDNA-CN was divided into tertiles (low, middle, and high). The participants were categorized based on their age into middle-aged (<60 years old) or old-aged (≥60 years old). Survival analysis was performed for tertile of mtDNA-CN and compared using the log-rank test. Univariate and multivariable Cox proportional hazard regression analyses were performed to assess the association between mtDNA-CN and all-cause mortality. The model adjusted with age, sex, body mass index, systolic blood pressure, smoking habit, alcohol consumption, exercise habit, and education level. RESULTS: The low levels of mtDNA-CN resulted in a significant decrease in cumulative survival rate (P <  0.05). The risk of mortality was significantly higher in the middle-aged cohort when mtDNA-CN levels were low (hazard ratios [95% confidence intervals]: 1.98 [1.10-3.56]). CONCLUSION: This study demonstrated that leukocyte mtDNA-CN is associated with future mortality risk. Our study findings may lead to further research on the early prediction of mortality and its underlying mechanisms.
  • Keisuke Maeda, Hiroya Yamada, Eiji Munetsuna, Ryosuke Fujii, Mirai Yamazaki, Yoshitaka Ando, Genki Mizuno, Yoshiki Tsuboi, Hiroaki Ishikawa, Koji Ohashi, Shuji Hashimoto, Nobuyuki Hamajima, Koji Suzuki
    International journal for vitamin and nutrition research. Internationale Zeitschrift fur Vitamin- und Ernahrungsforschung. Journal international de vitaminologie et de nutrition, Sep 22, 2023  
    Background: Carotenoids have been reported to exert protective effects against age-related diseases via changes in DNA methylation. Although lower thioredoxin-interacting protein (TXNIP) DNA methylation is associated with age-related diseases, only a few studies have investigated the factors influencing TXNIP DNA methylation. Carotenoids may be a factor linking TXNIP to specific pathophysiological functions. The aim of this study was to examine whether serum carotenoid levels are associated with TXNIP DNA methylation levels. Methods: We conducted a cross-sectional study using 376 health examination participants (169 men). DNA methylation levels were determined using a pyrosequencing assay. Serum carotenoid levels were determined by high-performance liquid chromatography. Multivariable regression analyses were performed to examine the associations between TXNIP DNA methylation levels and serum carotenoid levels with adjustment for age, BMI, HbA1c, CRP, smoking habits, alcohol consumption, exercise habits, and percentage of neutrophils. Results: Multiple linear regression analyses showed that TXNIP DNA methylation levels were positively associated with serum levels of zeaxanthin/lutein (β [95%CI]: 1.935 [0.184, 3.685]), β-cryptoxanthin (1.447 [0.324, 2.570]), α-carotene (1.061 [0.044, 2.077]), β-carotene (1.272 [0.319, 2.226]), total carotenes (1.255 [0.040, 2.469]), total xanthophylls (2.133 [0.315, 3.951]), provitamin A (1.460 [0.402, 2.519]), and total carotenoids (1.972 [0.261, 3.683]) in men (all p<0.05). Of these, provitamin A showed the stronger association (standardized β=0.216). No significant association of TXNIP DNA methylation and serum carotenoid was observed in women. Conclusions: The findings of this study suggest that carotenoid intake may protect against age-related diseases by altering TXNIP DNA methylation status in men.
  • 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.
  • Yuki Nouchi, Eiji Munetsuna, Hiroya Yamada, Mirai Yamazaki, Yoshitaka Ando, Genki Mizuno, Miyuki Ikeya, Itsuki Kageyama, Takuya Wakasugi, Atsushi Teshigawara, Yuji Hattori, Yoshiki Tsuboi, Hiroaki Ishikawa, Koji Suzuki, Koji Ohashi
    Nutrients, 15(9), Apr 28, 2023  
    We previously reported that maternal fructose consumption increases blood corticosterone levels in rat offspring. However, the underlying mechanism of action remains unclear. In the present study, we aimed to elucidate the molecular mechanism by which maternal high-fructose corn syrup (HFCS) intake increases circulating GC levels in rat offspring (GC; corticosterone in rodents and cortisol in humans). Female Sprague Dawley rats received HFCS solution during gestation and lactation. The male offspring were fed distilled water from weaning to 60 days of age. We investigated the activities of GC-metabolizing enzymes (11β-Hsd1 and 11β-Hsd2) in various tissues (i.e., liver, kidney, adrenal glands, muscle, and white adipose tissue) and epigenetic modification. 11β-Hsd2 activity decreased in the kidney of the HFCS-fed dams. Moreover, the epigenetic analysis suggested that miR-27a reduced Hsd11b2 mRNA expression in the kidney of offspring. Maternal HFCS-induced elevation of circulating GC levels in offspring may be explained by a decrease in 11β-Hsd2 activity via renal miR-27a expression. The present study may allow us to determine one of the mechanisms of GC elevation in rat offspring that is often observed in the developmental origins of the health and disease (DOHaD) phenomenon.
  • 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  
    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  
  • Keishi Kohyama, Takuma Ishihara, Yoshiki Tsuboi, Yoko Morishima
    Plastic and reconstructive surgery, 150(4) 865-875, Oct 1, 2022  
    BACKGROUND: Despite the popularity and superiority of resorbable alloplastic materials in orbital fracture reconstruction, it is unclear whether the reconstructed wall is maintained after implant resorption. Unsintered hydroxyapatite/poly-L-lactide (u-HA/PLLA) is one such material, but it differs from conventional materials for the replacement of natural bones. This study investigated the intermediate-term safety and efficacy of u-HA/PLLA implants compared with those of implants made with other alloplastic materials. METHODS: The authors retrospectively analyzed 240 eligible patients who underwent orbital fracture reconstruction with one alloplastic material between January of 2006 and October of 2018. Materials used for treatment were as follows: u-HA/PLLA sheet in 101 patients, u-HA/PLLA mesh in 38 patients, poly-L-lactic acid/poly-glycolic acid mesh in 47 patients, silicone sheet in 35 patients, and titanium mesh in 19 patients. Intermediate-term follow-up was performed for a median duration of 48.2 months. A chart review was performed. Postoperative complications and factors affecting them were studied. Reconstructed area deformities were assessed using computed tomography. RESULTS: Postoperative complications occurred significantly more frequently in patients reconstructed with the silicone sheet than in those reconstructed with the u-HA/PLLA sheet. Deformities were found for the silicone sheet (28.6 percent) and poly-L-lactic acid/poly-glycolic acid mesh (31.9 percent). These deformity rates were significantly higher than those for the u-HA/PLLA sheet. CONCLUSIONS: Compared with other alloplastic materials, u-HA/PLLA has low rates of postoperative complications and reconstructed area deformities. Because of its complete absorption, clinicians should consider using u-HA/PLLA as an alloplastic material for orbital wall reconstruction. CLINICAL QUESTION/LEVEL OF EVIDENCE: Therapeutic, III.
  • Ryosuke Fujii, Koji Suzuki, Hiroya Yamada, Miyuki Kawado, Shuji Hashimoto, Yoshiki Tsuboi, Kenji Wakai, Hiroyasu Iso, Yoshiyuki Watanabe, Yoshihisa Fujino, Akiko Tamakoshi
    Nagoya journal of medical science, 84(3) 607-620, Aug, 2022  
    Carotenoids are abundant pigments mainly contained in vegetables and fruits, and show antioxidant properties by quenching free radicals in human body. Few studies have investigated associations between serum carotenoid levels and premature mortality. The objective of this study was to investigate the association between serum carotenoid level and premature mortality in a Japanese population. This study included 446 Japanese adults (174 men, aged of 40-64) recruited as participants in the Japan Collaborative Cohort (JACC) Study. Serum carotenoid level was measured by high-performance liquid chromatography. Premature mortality was defined as death before 65 years old during the follow-up period. Premature mortality was ascertained in 60 men (34.5%) and 65 women (23.9%). In men, compared to the 1st tertile of serum β-cryptoxanthin and provitamin A, those who were in the 3rd tertile had lower risks of premature all-cause mortality (OR, 95% CI: 0.19, 0.07-0.47 for β-cryptoxanthin, and 0.24, 0.09-0.61 for provitamin A). In women, compared to the 1st tertile of serum β-cryptoxanthin, those who were in the 3rd tertile had higher risks of premature all-cause mortality (OR, 95% CI: 1.94, 1.00-4.03). These significant associations were observed in analyses for premature cancer mortality. We found significant associations between higher levels of serum β-cryptoxanthin and provitamin A and lower risks of premature mortality among Japanese men, while a different directional association was found in women. Although these findings suggest roles of serum carotenoids on premature mortality, further studies are needed to validate this association in other populations.
  • 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, 27(5) 496-502, Jul 4, 2022  
  • 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  
    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  
    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.
  • 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  
    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  
    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  
    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.
  • Yoshifumi Noda, Hiroyuki Tomita, Takuma Ishihara, Yoshiki Tsuboi, Nobuyuki Kawai, Masaya Kawaguchi, Tetsuro Kaga, Fuminori Hyodo, Akira Hara, Avinash R Kambadakone, Masayuki Matsuo
    BMC medical imaging, 22(1) 23-23, Feb 8, 2022  
    BACKGROUND: To evaluate the utility of histogram analysis (HA) of apparent diffusion coefficient (ADC) values to predict the overall survival (OS) in patients with pancreatic ductal adenocarcinoma (PDAC) and to correlate with pathologically evaluated massive intratumoral necrosis (MITN). MATERIALS AND METHODS: Thirty-nine patients were included in this retrospective study with surgically resected PDAC who underwent preoperative magnetic resonance imaging. Twelve patients received neoadjuvant chemotherapy. HA on the ADC maps were performed to obtain the tumor HA parameters. Using Cox proportional regression analysis adjusted for age, time-dependent receiver-operating-characteristic (ROC) curve analysis, and Kaplan-Meier estimation, we evaluated the association between HA parameters and OS. The association between prognostic factors and pathologically confirmed MITN was assessed by logistic regression analysis. RESULTS: The median OS was 19.9 months. The kurtosis (P < 0.001), entropy (P = 0.013), and energy (P = 0.04) were significantly associated with OS. The kurtosis had the highest area under the ROC curve (AUC) for predicting 3-year survival (AUC 0.824) among these three parameters. Between the kurtosis and MITN, the logistic regression model revealed a positive correlation (P = 0.045). Lower survival rates occurred in patients with high kurtosis (cutoff value > 2.45) than those with low kurtosis (≤ 2.45) (P < 0.001: 1-year survival rate, 75.2% versus 100%: 3-year survival rate, 14.7% versus 100%). CONCLUSIONS: HA derived kurtosis obtained from tumor ADC maps might be a potential imaging biomarker for predicting the presence of MITN and OS in patients with PDAC.
  • 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; international journal of clinical chemistry, 521 97-103, Oct, 2021  
    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.
  • Ryosuke Fujii, Shuntaro Sato, Yoshiki Tsuboi, Andres Cardenas, Koji Suzuki
    Epigenetics, 17(7) 1-27, Aug 12, 2021  
    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.
  • Yoshifumi Noda, Nobuyuki Kawai, Takuma Ishihara, Yoshiki Tsuboi, Tetsuro Kaga, Toshiharu Miyoshi, Fuminori Hyodo, Masayuki Matsuo
    The British journal of radiology, 94(1122) 20210315-20210315, Jun 1, 2021  
    OBJECTIVES: To determine the optimal scan delay corresponding to individual hemodynamic status for pancreatic parenchymal phase in dynamic contrast-enhanced CT of the abdomen. METHODS: One hundred and fourteen patients were included in this retrospective study (69 males and 45 females; mean age, 67.9 ± 12.1 years; range, 39-87 years). These patients underwent abdominal dynamic contrast-enhanced CT between November 2019 and May 2020. We calculated and recorded the time from contrast material injection to the bolus-tracking trigger of 100 Hounsfield unit (HU) at the abdominal aorta (s) (TimeTRIG) and scan delay from the bolus-tracking trigger to the initiation of pancreatic parenchymal phase scanning (s) (TimeSD). The scan delay ratio (SDR) was defined by dividing the TimeSD by TimeTRIG. Non-linear regression analysis was conducted to assess the association between CT number of the pancreas and SDR and to reveal the optimal SDR, which was ≥120 HU in pancreatic parenchyma. RESULTS: The non-linear regression analysis showed a significant association between CT number of the pancreas and the SDR (p < 0.001). The mean TimeTRIG and TimeSD were 16.1 s and 16.8 s, respectively. The SDR to peak enhancement of the pancreas (123.5 HU) was 1.00. An SDR between 0.89 and 1.18 shows an appropriate enhancement of the pancreas (≥120 HU). CONCLUSION: The CT number of the pancreas peaked at an SDR of 1.00, which means TimeSD should be approximately the same as TimeTRIG to obtain appropriate pancreatic parenchymal phase images in dynamic contrast-enhanced CT with bolus-tracking method. ADVANCES IN KNOWLEDGE: The hemodynamic state is different in each patient; therefore, scan delay from the bolus-tracking trigger should also vary based on the time from contrast material injection to the bolus-tracking trigger. This is necessary to obtain appropriate late hepatic arterial or pancreatic parenchymal phase images in dynamic contrast-enhanced CT of the abdomen.
  • Ryosuke Fujii, Yoshiki Tsuboi, Keisuke Maeda, Yuya Ishihara, Koji Suzuki
    JAMA network open, 4(6) e2113369, Jun 1, 2021  
    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.
  • Tsuboi, Y., Yamada, H., Munetsuna, E., Fujii, R., Yamazaki, M., Ando, Y., Mizuno, G., Ishikawa, H., Ohashi, K., Hashimoto, S., Hamajima, N., Suzuki, K.
    Journal of Epidemiology and Community Health, 75(9) 890-895, 2021  
  • Sato, Y., Iihara, H., Kinomura, M., Hirose, C., Fujii, H., Endo, J., Yanase, K., Kaito, D., Sasaki, Y., Gomyo, T., Sakai, C., Iwai, M., Tsuboi, Y., Ishihara, T., Kobayashi, R., Ohno, Y., Suzuki, A.
    Anticancer Research, 41(3) 1615-1620, 2021  
  • Fujii, R., Yamada, H., Munetsuna, E., Yamazaki, M., Mizuno, G., Ando, Y., Maeda, K., Tsuboi, Y., Ohashi, K., Ishikawa, H., Hagiwara, C., Wakai, K., Hashimoto, S., Hamajima, N., Suzuki, K.
    Nutrition, 81, 2021  
  • Maeda, K., Yamada, H., Munetsuna, E., Fujii, R., Yamazaki, M., Ando, Y., Mizuno, G., Ishikawa, H., Ohashi, K., Tsuboi, Y., Hashimoto, S., Hamajima, N., Suzuki, K.
    PLoS ONE, 15(7), 2020  
  • Fujii, R., Yamada, H., Munetsuna, E., Yamazaki, M., Ando, Y., Mizuno, G., Tsuboi, Y., Ohashi, K., Ishikawa, H., Hagiwara, C., Maeda, K., Hashimoto, S., Suzuki, K.
    American Journal of Clinical Nutrition, 110(5) 1213-1219, 2019  
  • Kondo, M., Yamada, H., Munetsuna, E., Yamazaki, M., Hatta, T., Iwahara, A., Ohashi, K., Ishikawa, H., Tsuboi, Y., Inoue, T., Fujii, R., Suzuki, K.
    Archives of Gerontology and Geriatrics, 82 155-160, 2019  
  • Fujii, R., Yamada, H., Munetsuna, E., Yamazaki, M., Mizuno, G., Tsuboi, Y., Ohashi, K., Ishikawa, H., Ando, Y., Hagiwara, C., Maeda, K., Hashimoto, S., Hamajima, N., Suzuki, K.
    Nutrition, 65 1-5, 2019  
  • Munetsuna, E., Yamada, H., Ando, Y., Yamazaki, M., Tsuboi, Y., Kondo, M., Mizuno, G., Ishikawa, H., Sugimoto, K., Osakabe, K., Ichino, N., Ohashi, K., Hamajima, N., Suzuki, K.
    Annals of Clinical Biochemistry, 55(4) 437-445, 2018  
  • Tsuboi, Y., Yamada, H., Munetsuna, E., Yamazaki, M., Mizuno, G., Murase, Y., Ohashi, K., Ishikawa, H., Kondo, M., Inoue, T., Hashimoto, S., Hamajima, N., Suzuki, K.
    Journal of Atherosclerosis and Thrombosis, 25(12) 1231-1239, 2018  

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  • Pyrosequencing法を用いたDNAメチル化率の測定 *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
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