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2021 Fiscal Year Research-status Report

Effect of delay of the onsets of diabetes and diabetic angiopathies on health life span and lifetime treatment cost

Research Project

Project/Area Number 18K17376
Research InstitutionUniversity of Yamanashi

Principal Investigator

横道 洋司  山梨大学, 大学院総合研究部, 准教授 (20596879)

Project Period (FY) 2018-04-01 – 2023-03-31
Keywords寿命 / 2型糖尿病 / 細小血管疾患 / 大血管疾患 / 虚血性心疾患 / Body mass index / 痩せ / アレルギー疾患
Outline of Annual Research Achievements

本研究では、当初厚生労働省からレセプトデータを借用し、スチェルチェス積分を用い、実際の患者の人口ピラミッドを反映して2型糖尿病患者の寿命と生涯に使う医療費を算出することを目指した。レセプトデータの借用が難しく、バイオバンク・ジャパンコホートデータを分析した。
患者の年齢ごとの全死亡率を直接計算した。これを細小血管合併症・大血管合併症ごとに行い、糖尿病性腎症を合併している2型糖尿病患者が最も寿命が短いことを明らかにした。死亡原因別にもこの分析を行い、2型糖尿病患者の代表的な死因であるがん、虚血性心疾患、脳血管疾患、肺炎を含む感染症、壊疽、消化器疾患、大動脈解離のすべての死亡率について糖尿病性腎症を持つことが最も死亡率を上げていることがわかった。
2型糖尿病患者で糖尿病性腎症第2期または第3期を持つ場合、痩せた体格にあたる18.5 kg/m2未満のBMIであることは、現在喫煙していることど同じくらい寿命を縮めている。死亡原因が虚血性心疾患であることに対しても痩せた体格は最も強力なリスクファクターとなり、この影響は微量アルブミン尿に比べて顕性アルブミン尿となっていること以上のものであった。つまり、初期の糖尿病性腎症患者で痩せた体格は高い死亡リスクを表している。
これらの解析に加えて、新たに糖尿病患者のアレルギー疾患合併割合に付いての研究に着手した。これらの疾患の関連は未だ知られていないが、バイオバンク・ジャパンデータで明らかにできると考えた。

Current Status of Research Progress
Current Status of Research Progress

2: Research has progressed on the whole more than it was originally planned.

Reason

計画は一部変更したものの、リサーチクエッションに沿った分析を行い、論文を出版することができた。

Strategy for Future Research Activity

バイオバンク・ジャパンデータを用いて、糖尿病とアレルギー疾患との関連を明らかにしたい。

Causes of Carryover

新型コロナウイルス蔓延のため、国際学会での発表をすることができなかった。また研究成果を発表する論文を準備している。英文校正と論文出版費用が次年度必要となる。

  • Research Products

    (38 results)

All 2022 2021 Other

All Journal Article (27 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 27 results,  Open Access: 23 results) Presentation (6 results) Remarks (5 results)

  • [Journal Article] Prenatal occupational disinfectant exposure and childhood allergies: the Japan Environment and Children’s study2022

    • Author(s)
      Kojima Reiji、Shinohara Ryoji、Kushima Megumi、Horiuchi Sayaka、Otawa Sanae、Yokomichi Hiroshi、Akiyama Yuka、Ooka Tadao、Miyake Kunio、Yamagata Zentaro
    • Journal Title

      Occupational and Environmental Medicine

      Volume: Online first Pages: Online first

    • DOI

      10.1507/endocrj.EJ21-0168

    • Peer Reviewed / Open Access
  • [Journal Article] Relationships between barley consumption and gut microbiome characteristics in a healthy Japanese population: a cross-sectional study2022

    • Author(s)
      Matsuoka Tsubasa、Hosomi Koji、Park Jonguk、Goto Yuka、Nishimura Mao、Maruyama Satoko、Murakami Haruka、Konishi Kana、Miyachi Motohiko、Kawashima Hitoshi、Mizuguchi Kenji、Kobayashi Toshiki、Yokomichi Hiroshi、Kunisawa Jun、Yamagata Zentaro
    • Journal Title

      BMC Nutrition

      Volume: 8 Pages: 23

    • DOI

      10.1111/jdi.13483

    • Peer Reviewed / Open Access
  • [Journal Article] Risk factors and long-term course of gastroesophageal reflux disease after peroral endoscopic myotomy: A large-scale multicenter cohort study in Japan2022

    • Author(s)
      Shiwaku Hironari、Sato Hiroki、Shimamura Yuto、Abe Hirofumi、Shiota Junya、Sato Chiaki、Ominami Masaki、Sakae Hiroyuki、Hata Yoshitaka、Fukuda Hisashi、Ogawa Ryo、Nakamura Jun、Tatsuta Tetsuya、Ikebuchi Yuichiro、Yokomichi Hiroshi、Hasegawa Suguru、Inoue Haruhiro
    • Journal Title

      Endoscopy

      Volume: Online first Pages: Online first

    • DOI

      10.1136/bmjopen-2020-047226

    • Peer Reviewed / Open Access
  • [Journal Article] Association Between Screen Time Exposure in Children at 1 Year of Age and Autism Spectrum Disorder at 3 Years of Age2022

    • Author(s)
      Kushima Megumi、Kojima Reiji、Shinohara Ryoji、Horiuchi Sayaka、Otawa Sanae、Ooka Tadao、Akiyama Yuka、Miyake Kunio、Yokomichi Hiroshi、Yamagata Zentaro、Japan Environment and Children’s Study Group
    • Journal Title

      JAMA Pediatrics

      Volume: Online first Pages: Online first

    • DOI

      10.1186/s40795-022-00500-3

    • Peer Reviewed / Open Access
  • [Journal Article] Adiposity rebound may be a predictive index of body size for adolescents?Based on retrospective cohort data in a Japanese rural area2022

    • Author(s)
      Haga Chiyori、Yokomichi Hiroshi、Tsuji Kyoko、Yamagata Zentaro
    • Journal Title

      Obesity Research & Clinical Practice

      Volume: 16 Pages: 50~55

    • DOI

      10.1001/jamapediatrics.2021.5778

    • Peer Reviewed / Open Access
  • [Journal Article] Automatic discrimination of Yamamoto-Kohama classification by machine learning approach for invasive pattern of oral squamous cell carcinoma using digital microscopic images: a retrospective study2022

    • Author(s)
      Yoshizawa Kunio、Ando Hidetoshi、Kimura Yujiro、Kawashiri Shuichi、Yokomichi Hiroshi、Moroi Akinori、Ueki Koichiro
    • Journal Title

      Oral Surgery, Oral Medicine, Oral Pathology and Oral Radiology

      Volume: 133 Pages: 441~452

    • DOI

      10.3390/ijerph182211748

    • Peer Reviewed / Open Access
  • [Journal Article] Characteristics of patients with esophageal motility disorders on high-resolution manometry and esophagography?a large database analysis in Japan2021

    • Author(s)
      Sato Chiaki、Sato Hiroki、Kamei Takashi、Shimamura Yuto、Tanaka Shinwa、Shiwaku Hironari、Shiota Junya、Ogawa Ryo、Yokomichi Hiroshi、Inoue Haruhiro
    • Journal Title

      Esophagus

      Volume: 19 Pages: 182~188

    • DOI

      10.1136/oemed-2021-108034

    • Peer Reviewed / Open Access
  • [Journal Article] Association between Household Income and Allergy Development in Children: The Japan Environment and Children’s Study2021

    • Author(s)
      Kojima Reiji、Shinohara Ryoji、Kushima Megumi、Horiuchi Sayaka、Otawa Sanae、Yokomichi Hiroshi、Akiyama Yuka、Ooka Tadao、Miyake Kunio、Yamagata Zentaro、the Japan Environment and Children’s Study Group
    • Journal Title

      International Archives of Allergy and Immunology

      Volume: 183 Pages: 201~209

    • DOI

      10.1055/a-1753-9801

    • Peer Reviewed / Open Access
  • [Journal Article] Prevention Measures for COVID-19 and Changes in Kawasaki Disease Incidence2021

    • Author(s)
      Katsumata Nobuyuki、Harama Daisuke、Yokomichi Hiroshi、Inukai Takeshi et al
    • Journal Title

      Journal of Epidemiology

      Volume: 31 Pages: 573~580

    • DOI

      10.1007/s10388-021-00875-5

    • Peer Reviewed / Open Access
  • [Journal Article] Factors of parental COVID-19 vaccine hesitancy: A cross sectional study in Japan2021

    • Author(s)
      Horiuchi Sayaka、Sakamoto Haruka、Abe Sarah K.、Shinohara Ryoji、Kushima Megumi、Otawa Sanae、Yui Hideki、Akiyama Yuka、Ooka Tadao、Kojima Reiji、Yokomichi Hiroshi、Miyake Kunio、Mizutani Takashi、Yamagata Zentaro
    • Journal Title

      PLOS ONE

      Volume: 16 Pages: e0261121

    • DOI

      10.1159/000519153

    • Peer Reviewed / Open Access
  • [Journal Article] Influence of Maternal Active and Secondhand Smoking during Pregnancy on Childhood Obesity at 3 Years of Age: A Nested Case?Control Study from the Japan Environment and Children’s Study (JECS)2021

    • Author(s)
      Horiuchi Sayaka、Shinohara Ryoji、Otawa Sanae、Kushima Megumi、Akiyama Yuka、Ooka Tadao、Kojima Reiji、Yokomichi Hiroshi、Miyake Kunio、Hirai Hiroyuki、Hashimoto Koichi、Shimabukuro Michio、Yamagata Zentaro、Japan Environment and Children’s Study Group
    • Journal Title

      International Journal of Environmental Research and Public Health

      Volume: 18 Pages: 12506~12506

    • DOI

      10.3390/ijerph182312506

    • Peer Reviewed / Open Access
  • [Journal Article] Association between Maternal Exposure to Chemicals during Pregnancy and the Risk of Foetal Death: The Japan Environment and Children’s Study2021

    • Author(s)
      Ooka Tadao、Horiuchi Sayaka、Shinohara Ryoji、Kojima Reiji、Akiyama Yuka、Miyake Kunio、Otawa Sanae、Yokomichi Hiroshi、Yamagata Zentaro、on behalf of the Japan Environment and Children’s Study Group
    • Journal Title

      International Journal of Environmental Research and Public Health

      Volume: 18 Pages: 11748

    • DOI

      10.1016/j.orcp.2021.12.003

    • Peer Reviewed / Open Access
  • [Journal Article] Elective cesarean delivery at term and its effects on respiratory distress at birth in Japan: The Japan Environment and Children's Study2021

    • Author(s)
      Horiuchi Sayaka、Shinohara Ryoji、Otawa Sanae、Kushima Megumi、Akiyama Yuka、Ooka Tadao、Kojima Reiji、Yokomichi Hiroshi、Miyake Kunio、Yamagata Zentaro、The Japan Environment and Children's Study Group
    • Journal Title

      Health Science Reports

      Volume: 4 Pages: e421

    • DOI

      10.1371/journal.pone.0261121

    • Peer Reviewed / Open Access
  • [Journal Article] Per‐oral endoscopic myotomy in patients with antithrombotic agents: A large‐scale multicenter study in Japan2021

    • Author(s)
      Shimamura Yuto、Sato Hiroki、Onimaru Manabu、Tanaka Shinwa、Shiwaku Hironari、Shiota Junya、Sato Chiaki、Ogawa Ryo、Yokomichi Hiroshi、Inoue Haruhiro
    • Journal Title

      Journal of Gastroenterology and Hepatology

      Volume: 37 Pages: 480~488

    • DOI

      10.3390/ijerph182312506

    • Peer Reviewed
  • [Journal Article] Impact of the COVID‐19 pandemic on high‐resolution manometry and peroral endoscopic myotomy for esophageal motility disorder in Japan2021

    • Author(s)
      Ominami Masaki、Sato Hiroki、Fujiyoshi Yusuke、Abe Hirofumi、Shiwaku Hironari、Shiota Junya、Sato Chiaki、Sakae Hiroyuki、Hata Yoshitaka、Fukuda Hisashi、Ogawa Ryo、Nakamura Jun、Tatsuta Tetsuya、Ikebuchi Yuichiro、Yokomichi Hiroshi、Fujiwara Yasuhiro、Inoue Haruhiro
    • Journal Title

      Digestive Endoscopy

      Volume: Online first Pages: Online first

    • DOI

      10.1002/hsr2.421

    • Peer Reviewed / Open Access
  • [Journal Article] Association of glycated hemoglobin at an early stage of pregnancy with the risk of gestational diabetes mellitus among non‐diabetic women in Japan: The Japan Environment and Children’s Study2021

    • Author(s)
      Sekine Tetsuo、Tsuchiya Kyoichiro、Yokomichi Hiroshi、Yamagata Zentaro、The Japan Environment and Children’s Study Group et al.
    • Journal Title

      Journal of Diabetes Investigation

      Volume: Online first Pages: Online first

    • DOI

      10.1111/jgh.15708

    • Peer Reviewed / Open Access
  • [Journal Article] Physical and non-physical factors associated with water consumption at the household level in a region using multiple water sources2021

    • Author(s)
      Ito Yuri、Kobayashi Yuka、Yokomichi Hiroshi、Malla Sadhana Shrestha、Kiem Anthony S.、Nishida Kei
    • Journal Title

      Journal of Hydrology: Regional Studies

      Volume: 37 Pages: 100928

    • DOI

      10.1016/j.oooo.2021.10.004

    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Artificial Intelligence Approaches to Type 2 Diabetes Risk Prediction and Exploration of Predictive Factors2021

    • Author(s)
      Ooka Tadao、Yokomichi Hiroshi、Yamagata Zentaro
    • Journal Title

      International Journal of Epidemiology

      Volume: 50 Pages: i181

    • DOI

      10.1111/den.14133

    • Peer Reviewed
  • [Journal Article] Gestational body weight gain and risk of low birth weight or macrosomia in women of Japan: a nationwide cohort study2021

    • Author(s)
      Uchinuma Hiroyuki、Tsuchiya Kyoichiro、Yokomichi Hiroshi、Yamagata Zentaro、Japan Environment and Children’s Study Group et al.
    • Journal Title

      International Journal of Obesity

      Volume: 45 Pages: 2666~2674

    • DOI

      10.1111/jdi.13701

    • Peer Reviewed
  • [Journal Article] Factors Affecting Pedicle Screw Insertional Torque in Spine Deformity Surgery2021

    • Author(s)
      Oda Kotaro、Ohba Tetsuro、Hiroshi Yokomichi、Fujita Koji、Tanaka Nobuki、Koyma Kensuke、Haro Hirotaka
    • Journal Title

      Spine

      Volume: 46 Pages: E932~E938

    • DOI

      10.1016/j.ejrh.2021.100928

    • Peer Reviewed
  • [Journal Article] Temporal directional relationship between problematic internet use and depressive symptoms among Japanese adolescents: A random intercept, cross-lagged panel model2021

    • Author(s)
      Kojima Reiji、Shinohara Ryoji、Akiyama Yuka、Yokomichi Hiroshi、Yamagata Zentaro
    • Journal Title

      Addictive Behaviors

      Volume: 120 Pages: 106989

    • DOI

      10.1093/ije/dyab168.515

    • Peer Reviewed / Open Access
  • [Journal Article] Random forest approach for determining risk prediction and predictive factors of type 2 diabetes: large-scale health check-up data in Japan2021

    • Author(s)
      Ooka Tadao、Johno Hisashi、Nakamoto Kazunori、Yoda Yoshioki、Yokomichi Hiroshi、Yamagata Zentaro
    • Journal Title

      BMJ Nutrition, Prevention & Health

      Volume: 4 Pages: 140~148

    • DOI

      10.1038/s41366-021-00947-7

    • Peer Reviewed / Open Access
  • [Journal Article] Association between gestational hair dye use and allergies at 3 years old: the Japan environment and Children's study2021

    • Author(s)
      Kojima Reiji、Shinohara Ryoji、Horiuchi Sayaka、Otawa Sanae、Yokomichi Hiroshi、Akiyama Yuka、Ooka Tadao、Miyake Kunio、Yamagata Zentaro
    • Journal Title

      Environmental Research

      Volume: 201 Pages: 111530

    • DOI

      10.1097/BRS.0000000000004021

    • Peer Reviewed / Open Access
  • [Journal Article] Association between the point-rating system used for oral health and the prevalence of Gram-negative bacilli in hematological inpatients2021

    • Author(s)
      Yoshizawa Kunio、Moroi Akinori、Iguchi Ran、Yokomichi Hiroshi、Ogihara Shinji、Watanabe Kazuaki、Nakajima Kei、Kirito Keita、Ueki Koichiro
    • Journal Title

      Medicine

      Volume: 100 Pages: e26111~e26111

    • DOI

      10.1016/j.addbeh.2021.106989

    • Peer Reviewed / Open Access
  • [Journal Article] Relationship between diarrhoea risk and the combinations of drinking water sources in the Kathmandu Valley, Nepal2021

    • Author(s)
      Kobayashi Yuka、Ito Yuri、Shrestha Sadhana、Yokomichi Hiroshi、Nishida Kei
    • Journal Title

      International Health

      Volume: 14 Pages: 195~200

    • DOI

      10.1136/bmjnph-2020-000200

    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Frequency and clinical characteristics of special types of achalasia in Japan: A large‐scale, multicenter database study2021

    • Author(s)
      Tanaka Shinwa、Abe Hirofumi、Sato Hiroki、Shiwaku Hironari、Minami Hitomi、Sato Chiaki、Ogawa Ryo、Shimamura Yuto、Yokomichi Hiroshi、Inoue Haruhiro
    • Journal Title

      Journal of Gastroenterology and Hepatology

      Volume: 36 Pages: 2828~2833

    • DOI

      10.1016/j.envres.2021.111530

    • Peer Reviewed / Open Access
  • [Journal Article] Difference and Variance in Nutrient Intake by Age for Older Adults Living Alone in Japan: Comparison of Dietary Reference Intakes for the Japanese Population2021

    • Author(s)
      Ishikawa Midori、Yokomichi Hiroshi、Yokoyama Tetsuji
    • Journal Title

      Nutrients

      Volume: 13 Pages: 1431~1431

    • DOI

      10.1097/MD.0000000000026111

    • Peer Reviewed / Open Access
  • [Presentation] 生まれ月と小学生の運動の好き嫌い、スポーツ参加の関連:連続横断研究2021

    • Author(s)
      山北 満哉, 安藤 大輔, 佐藤 美理, 秋山 有佳, 横道 洋司, 山縣 然太朗
    • Organizer
      第80回日本公衆衛生学会総会
  • [Presentation] 血清総 IgE 値を考慮した母親のアレルギー疾患と早産の関連 エコチル調査より2021

    • Author(s)
      小島 令嗣, 横道 洋司, 秋山 有佳, 大岡 忠生, 篠原 亮次, 堀内 清華, 山縣 然太朗
    • Organizer
      第80回日本公衆衛生学会総会
  • [Presentation] 新型コロナウイルス流行下における子どもの孤立感に関係する背景要因の検討2021

    • Author(s)
      久島 萌, 堀内 清華, 篠原 亮次, 由井 秀樹, 大岡 忠生, 小島 令嗣, 秋山 有佳, 横道 洋司, 山縣 然太朗, 小田和 早苗
    • Organizer
      第80回日本公衆衛生学会総会
  • [Presentation] 病院勤務医による救急受診相談電話対応の検証2021

    • Author(s)
      新藤 琢磨, 横道 洋司, 山縣 然太朗
    • Organizer
      第80回日本公衆衛生学会総会
  • [Presentation] 新型コロナウイルス流行下における子どもの QOL と影響因子:エコチルやまなし追加調査2021

    • Author(s)
      堀内 清華, 篠原 亮次, 久島 萌, 小田和 早苗, 由井 秀樹, 大岡 忠生, 小島 令嗣, 秋山 有佳, 横道 洋司, 山縣 然太朗
    • Organizer
      第80回日本公衆衛生学会総会
  • [Presentation] アディポシティリバウンドは思春期の体格を予測する指標となりうるか2021

    • Author(s)
      芳我ちより, 横道洋司, 有野久美, 山縣然太朗
    • Organizer
      第80回日本公衆衛生学会総会
  • [Remarks] 山梨大学研究者総覧

    • URL

      http://nerdb-re.yamanashi.ac.jp/Profiles/319/0031875/profile.html

  • [Remarks] researchmap

    • URL

      https://researchmap.jp/dedekind

  • [Remarks] ORCID

    • URL

      https://orcid.org/0000-0001-7369-155X

  • [Remarks] Publons

    • URL

      https://publons.com/researcher/899719/hiroshi-yokomichi/

  • [Remarks] 山梨大学大学院医学域社会医学講座

    • URL

      https://www.med.yamanashi.ac.jp/social/heal0sci/syoukai/yokomichi.html

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Published: 2023-03-23  

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