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Development of cancer risk score based on oxidative stress and examination of its validity

Research Project

Project/Area Number 21K11679
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 59040:Nutrition science and health science-related
Research InstitutionSaga University

Principal Investigator

Hara Megumi  佐賀大学, 医学部, 教授 (90336115)

Co-Investigator(Kenkyū-buntansha) 松本 明子  佐賀大学, 医学部, 准教授 (10330979)
南里 妃名子  国立研究開発法人医薬基盤・健康・栄養研究所, 国立健康・栄養研究所 身体活動研究部, 室長 (20612435)
Project Period (FY) 2021-04-01 – 2025-03-31
Project Status Completed (Fiscal Year 2024)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2023: ¥260,000 (Direct Cost: ¥200,000、Indirect Cost: ¥60,000)
Fiscal Year 2022: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2021: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywords酸化ストレス / 抗酸化 / がん / コーホート研究 / がん罹患 / dROM / BAP / 遺伝子損傷 / 身体活動 / 一次予防
Outline of Research at the Start

酸化ストレス関連バイオマーカーが、がん罹患と関連するかについて明らかにするとともに、それらのバイオマーカーを反映しうる生活習慣(食事や喫煙、身体活動など)に基づく「がん罹患リスクスコア」を開発し、がんの一次予防へ活用することを目指し、以下の検討を行う。
① 約12,000人の住民コ-ホートにおいて、血清中の酸化ストレスと抗酸化能、尿中の遺伝子損傷マーカーとがん罹患の関連を明らかにし、がん罹患予測マーカーを検討する。
② がん罹患予測マーカーを反映する生活習慣に基づく「がん罹患リスクスコア」を開発する。
③ 上記と別の約10万人規模のコ-ホートで、がん罹患リスクスコアのがん罹患予測能を評価する。

Outline of Final Research Achievements

This prospective cohort study followed approximately 10,000 Japanese residents over 10 years to investigate the relationship between oxidative stress biomarkers, dROMs, BAP, and their ratio (dROMs/BAP) and cancer incidence. The results showed that higher levels of dROMs and dROMs/BAP were significantly associated with increased risk of cancer, particularly colorectal cancer. A oxidative stress-based cancer risk score, derived from factors such as smoking, alcohol intake, BMI, and diet, also predicted cancer risk effectively. In contrast, urinary 8-OHdG showed no significant association. These findings suggest that serum oxidative stress markers and lifestyle-based scores may serve as practical tools for cancer risk prediction and prevention strategies.

Academic Significance and Societal Importance of the Research Achievements

本研究は、酸化ストレス指標(dROMs、BAP、dROMs/BAP比)とがんの罹患リスクを日本人コホートで初めて示した。特に、dROMs/BAP比の上昇が結腸がんリスクを約1.5倍に高めるという結果は、酸化ストレスが部位特異的にがん発症に関与する可能性を示唆しており、がん予測指標の選定において重要な示唆を与える。また、調査票ベースで算出可能な酸化ストレスに基づくがん罹患リスクスコアは、地域住民を対象とした健康教育や予防介入において実用性が高く、がんの早期発見や予防戦略の強化に貢献する可能性がある。今後の介入研究や他地域での再現性検証を通じて、より広範な公衆衛生施策への応用が期待される。

Report

(5 results)
  • 2024 Annual Research Report   Final Research Report ( PDF )
  • 2023 Research-status Report
  • 2022 Research-status Report
  • 2021 Research-status Report
  • Research Products

    (29 results)

All 2025 2024 2023 2022 2021 Other

All Journal Article (21 results) (of which Peer Reviewed: 16 results,  Open Access: 11 results) Presentation (5 results) (of which Int'l Joint Research: 1 results) Remarks (3 results)

  • [Journal Article] Association between oxidative balance score and inflammatory markers in middle‐aged and older Japanese people2024

    • Author(s)
      Nanri Hinako、Hara Megumi、Nishida Yuichiro、Shimanoe Chisato、Higaki Yasuki、Tanaka Keitaro
    • Journal Title

      American Journal of Human Biology

      Volume: - Issue: 6

    • DOI

      10.1002/ajhb.24059

    • Related Report
      2024 Annual Research Report 2023 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] The Association between Oxidative Balance Score and Urinary Levels of 8-Hydroxydeoxyguanosine among Japanese Adults2023

    • Author(s)
      Nanri Hinako、Hara Megumi、Nishida Yuichiro、Shimanoe Chisato、Li Yun-Shan、Kasai Hiroshi、Kawai Kazuaki、Higaki Yasuki、Tanaka Keitaro
    • Journal Title

      Nutrients

      Volume: 15 Issue: 21 Pages: 4533-4533

    • DOI

      10.3390/nu15214533

    • Related Report
      2023 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Nationwide Epidemiological Survey of Adolescent Patients With Diverse Symptoms Similar to Those Following Human Papillomavirus Vaccination: Background Prevalence and Incidence for Considering Vaccine Safety in Japan2022

    • Author(s)
      Fukushima Wakaba、Hara Megumi、Kitamura Yuri、Shibata Masahiko、Ugawa Yoshikazu、Hirata Koichi、Oka Akira、Miyamoto Shinya、Kusunoki Susumu、Kuwabara Satoshi、Hashimoto Shuji、Sobue Tomotaka
    • Journal Title

      Journal of Epidemiology

      Volume: 32 Issue: 1 Pages: 34-43

    • DOI

      10.2188/jea.JE20210277

    • NAID

      130008139676

    • ISSN
      0917-5040, 1349-9092
    • Year and Date
      2022-01-05
    • Related Report
      2022 Research-status Report
  • [Journal Article] Sex- and age-specific all-cause mortality in insomnia with hypnotics: Findings from Japan multi-institutional Collaborative Cohort Study2022

    • Author(s)
      Sogawa R, Shimanoe C, Tanaka K, Hara M, Nishida Y, Furukawa T, et al.,
    • Journal Title

      Sleep Medicine

      Volume: 100 Pages: 410-418

    • DOI

      10.1016/j.sleep.2022.09.020

    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Irregular sleep and all-cause mortality: A large prospective cohort study2022

    • Author(s)
      Omichi C., Koyama T., Kadotani H., Ozaki E., Tomida S., Yoshida T., Otonari J., Ikezaki H., Hara M., et al.
    • Journal Title

      Sleep Health

      Volume: 8 Issue: 6 Pages: 678-683

    • DOI

      10.1016/j.sleh.2022.08.010

    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Association of perceived stress and coping strategies with the renal function in middle-aged and older Japanese men and women.2022

    • Author(s)
      Koga K, Hara M, Shimanoe C, Nishida Y, Furukawa T, Iwasaka C, Tanaka K, Otonari J, Ikezaki H, Kubo Y, Kato Y, Tamura T, Hishida A, Matsuo K, Ito H, Nakamura Y, Kusakabe M, Nishimoto D, Shibuya K, Suzuki S, Watanabe M, Ozaki E, Matsui D, Kuriki K, Takashima N, Kadota A, Arisawa K, Katsuura-Kamano S, Takeuchi K, Wakai K.
    • Journal Title

      Sci Rep.

      Volume: 12 Issue: 1 Pages: 291-291

    • DOI

      10.1038/s41598-021-04324-2

    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Epigenome-Wide Association Study Identified VTI1A DNA Methylation Associated With Accelerometer-Assessed Physical Activity2022

    • Author(s)
      NISHIDA YUICHIRO、HARA MEGUMI、OHMOMO HIDEKI、ONO KANAKO、SHIMIZU ATSUSHI、HORITA MIKAKO、SHIMANOE CHISATO、TAGUCHI NAOTO、HIGAKI YASUKI、TANAKA KEITARO
    • Journal Title

      Medicine & Science in Sports & Exercise

      Volume: 54 Issue: 11 Pages: 1879-1888

    • DOI

      10.1249/mss.0000000000002970

    • Related Report
      2022 Research-status Report
    • Peer Reviewed
  • [Journal Article] Effectiveness of human papillomavirus vaccine against cervical precancer in Japan: Multivariate analyses adjusted for sexual activity2022

    • Author(s)
      Kudo Risa、Sekine Masayuki、Yamaguchi Manako、Hara Megumi、Hanley Sharon J. B.、Kurosawa Megumi、Adachi Sosuke、Ueda Yutaka、Miyagi Etsuko、Ikeda Sayaka、Yagi Asami、Enomoto Takayuki
    • Journal Title

      Cancer Science

      Volume: 113 Issue: 9 Pages: 3211-3220

    • DOI

      10.1111/cas.15471

    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Associations of Genome-Wide Polygenic Risk Score and Risk Factors With Hypertension in a Japanese Population2022

    • Author(s)
      Fujii R., Hishida A., Nakatochi M., Tsuboi Y., Suzuki K., Kondo T., Ikezaki H., Hara M., et. al.
    • Journal Title

      Circulation: Genomic and Precision Medicine

      Volume: 15 Issue: 4

    • DOI

      10.1161/circgen.121.003612

    • Related Report
      2022 Research-status Report
    • Peer Reviewed
  • [Journal Article] Problems with catch-up HPV vaccination after resumption of proactive recommendations2022

    • Author(s)
      Sekine Masayuki、Yamaguchi Manako、Kudo Risa、Hanley Sharon J B、Ueda Yutaka、Kurosawa Megumi、Adachi Sosuke、Miyagi Etsuko、Hara Megumi、Enomoto Takayuki
    • Journal Title

      The Lancet Oncology

      Volume: 23 Issue: 8 Pages: 972-973

    • DOI

      10.1016/s1470-2045(22)00259-5

    • Related Report
      2022 Research-status Report
    • Peer Reviewed
  • [Journal Article] Associations of metabolic syndrome and metabolically unhealthy obesity with cancer mortality: The Japan Multi-Institutional Collaborative Cohort (J-MICC) study2022

    • Author(s)
      Van Nguyen T., Arisawa K., Katsuura-Kamano S., Ishizu M., Nagayoshi M., Okada R., Hishida A., Tamura T., Hara M. et al.
    • Journal Title

      PLOS ONE

      Volume: 17 Issue: 7 Pages: e0269550-e0269550

    • DOI

      10.1371/journal.pone.0269550

    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Variant Allele of ALDH2, rs671, Associates with Attenuated Post-Vaccination Response in Anti-SARS-CoV-2 Spike Protein IgG: A Prospective Study in the Japanese General Population2022

    • Author(s)
      Matsumoto Akiko、Hara Megumi、Ashenagar Mohammad Said、Tokiya Mikiko、Sawada Takeshi、Iwasaka Chiharu、Furukawa Takuma、Kitagawa Kyoko、Miyake Yasunobu、Hirota Yoshio
    • Journal Title

      Vaccines

      Volume: 10 Issue: 7 Pages: 1035-1035

    • DOI

      10.3390/vaccines10071035

    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Acceptance of Booster COVID-19 Vaccine and Its Association with Components of Vaccination Readiness in the General Population: A Cross-Sectional Survey for Starting Booster Dose in Japan2022

    • Author(s)
      Tokiya Mikiko、Hara Megumi、Matsumoto Akiko、Ashenagar Mohammad Said、Nakano Takashi、Hirota Yoshio
    • Journal Title

      Vaccines

      Volume: 10 Issue: 7 Pages: 1102-1102

    • DOI

      10.3390/vaccines10071102

    • Related Report
      2022 Research-status Report
  • [Journal Article] Real-World Effectiveness of the mRNA COVID-19 Vaccines in Japan: A Case?Control Study2022

    • Author(s)
      Hara Megumi、Furue Takeki、Fukuoka Mami、Iwanaga Kentaro、Matsuishi Eijo、Miike Toru、Sakamoto Yuichiro、Mukai Naoko、Kinugasa Yuki、Shigyo Mutsumi、Sonoda Noriko、Tanaka Masato、Arase Yasuko、Tanaka Yosuke、Nakashima Hitoshi、Irie Shin、Hirota Yoshio
    • Journal Title

      Vaccines

      Volume: 10 Issue: 5 Pages: 779-779

    • DOI

      10.3390/vaccines10050779

    • Related Report
      2022 Research-status Report
  • [Journal Article] Comparison of CLEIA and ELISA for SARS-CoV-2 Virus Antibodies after First and Second Dose Vaccinations with the BNT162b2 mRNA Vaccine2022

    • Author(s)
      Ashenagar Mohammad Said、Matsumoto Akiko、Sakai Hironori、Tokiya Mikiko、Hara Megumi、Hirota Yoshio
    • Journal Title

      Vaccines

      Volume: 10 Issue: 4 Pages: 487-487

    • DOI

      10.3390/vaccines10040487

    • Related Report
      2022 Research-status Report
  • [Journal Article] Long-term effectiveness of HPV vaccination against HPV infection in young Japanese women: Real-world data2022

    • Author(s)
      Kurosawa M, Sekine M *, Yamaguchi M, Kudo R, Hanley SJB, Hara M, Adachi S, Ueda Y, Miyagi E, Ikeda S, Yagi A, Enomoto T.
    • Journal Title

      Cancer Sci.

      Volume: 113(4) Issue: 4 Pages: 1435-1440

    • DOI

      10.1111/cas.15282

    • Related Report
      2022 Research-status Report
    • Peer Reviewed
  • [Journal Article] The association of reproductive history with hypertension and obesity according to menopausal status : the J-MICC Study.2022

    • Author(s)
      Ohashi M, Miura K, Takashima N, Kadota A, Saito Y, Tsuji S, Murakami T, ... Kuriki K, et al.
    • Journal Title

      Hypertens Res.

      Volume: 45 Issue: 4 Pages: 708-714

    • DOI

      10.1038/s41440-021-00820-0

    • Related Report
      2022 Research-status Report
    • Peer Reviewed
  • [Journal Article] Association of Vaccine Confidence and Hesitancy in Three Phases of COVID-19 Vaccine Approval and Introduction in Japan2022

    • Author(s)
      Tokiya Mikiko、Hara Megumi、Matsumoto Akiko、Ashenagar Mohammad Said、Nakano Takashi、Hirota Yoshio
    • Journal Title

      Vaccines

      Volume: 10 Issue: 3 Pages: 423-423

    • DOI

      10.3390/vaccines10030423

    • Related Report
      2022 Research-status Report
  • [Journal Article] Long-Term Effects of Human Papillomavirus Vaccination in Clinical Trials and Real-World Data: A Systematic Review2022

    • Author(s)
      Kurosawa M, Sekine M *, Yamaguchi M, Kudo R, Hanley SJB, Hara M, Adachi S, Ueda Y, Miyagi E, Ikeda S, Yagi A, Enomoto T.
    • Journal Title

      Vaccines

      Volume: Feb 8;10(2) Issue: 2 Pages: 256-256

    • DOI

      10.3390/vaccines10020256

    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Effect of the interaction between physical activity and estimated macronutrient intake on HbA1c: population-based cross-sectional and longitudinal studies.2022

    • Author(s)
      Furukawa T, Nishida Y, Hara M, et al.
    • Journal Title

      BMJ Open Diabetes Res Care.

      Volume: 10 Issue: 1 Pages: e002479-e002479

    • DOI

      10.1136/bmjdrc-2021-002479

    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Association between habitual coffee consumption and skeletal muscle mass in middle‐aged and older Japanese people2021

    • Author(s)
      Iwasaka Chiharu、Yamada Yosuke、Nishida Yuichiro、Hara Megumi、Yasukata Jun、Miyoshi Nobuyuki、Shimanoe Chisato、Nanri Hinako、Furukawa Takuma、Koga Kayoko、Horita Mikako、Higaki Yasuki、Tanaka Keitaro
    • Journal Title

      Geriatrics & Gerontology International

      Volume: 21 Issue: 10 Pages: 950-958

    • DOI

      10.1111/ggi.14264

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] SOD3遺伝子プロモーター領域のメチル化と肥満およびエネルギー摂取の相関:J-MICC佐賀横断研究2025

    • Author(s)
      原 めぐみ、西田 裕一郎、古川 拓馬、堀田美加子、島ノ江 千里、田中 恵太郎
    • Organizer
      第35回日本疫学会学術総会
    • Related Report
      2024 Annual Research Report
  • [Presentation] Interaction of physical activity with VTI1A and TCF7L2 polymorphisms on colon and breast cancer incidences in a Japanese general population2024

    • Author(s)
      Nishida Y, Hara M, Taguchi N, Iwasaka C, Furukawa T, Shimanoe C, Horita M, Higaki Y, Tanaka K.
    • Organizer
      World Congress of Epidemiology 2024
    • Related Report
      2024 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 血清の酸化ストレス指標のダウンスケール測定法の確立2024

    • Author(s)
      山田剛暉、西田裕一郎、堀田美加子、河本和裕、前田康行、土器屋美貴子、原めぐみ、松本 明子
    • Organizer
      第94回日本衛生学会学術総会
    • Related Report
      2024 Annual Research Report
  • [Presentation] 習慣的な緑茶・コーヒー摂取と血清フェリチン値の関連:J-MICC Study SAGA2023

    • Author(s)
      南里妃名子、岩坂知治、原めぐみ、西田裕一郎、島ノ江千里、田中恵太郎
    • Organizer
      第24回日本健康支援学会年次学術大会
    • Related Report
      2022 Research-status Report
  • [Presentation] 酸化バランススコアと高感度CRPとの関連2021

    • Author(s)
      南里妃名子, 原めぐみ, 西田裕一郎, 島ノ江千里, 田中恵太郎
    • Organizer
      第31回日本疫学会学術総会
    • Related Report
      2021 Research-status Report
  • [Remarks] 佐賀大学医学部社会医学来ずあ予防医学分野 研究業績

    • URL

      https://prevent.med.saga-u.ac.jp/achievements/

    • Related Report
      2024 Annual Research Report
  • [Remarks] 佐賀大学医学部社会医学講座予防医学分野

    • URL

      https://prevent.med.saga-u.ac.jp/

    • Related Report
      2023 Research-status Report 2021 Research-status Report
  • [Remarks]

    • URL

      https://prevent.med.saga-u.ac.jp/

    • Related Report
      2022 Research-status Report

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Published: 2021-04-28   Modified: 2026-01-16  

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