Updated on 2025/04/02

写真a

 
NIWA Shiori
 
Organization
Graduate School of Medicine Assistant Professor
Graduate School
Graduate School of Medicine
Undergraduate School
School of Health Sciences
Title
Assistant Professor

Degree 2

  1. 博士(看護学) ( 2022.3   名古屋大学 ) 

  2. 修士(看護学) ( 2019.3   名古屋大学 ) 

Research Interests 1

  1. リンパ浮腫

Research History 1

  1. Nagoya University   Graduate School of Medicine   Assistant Professor

    2022.4

Professional Memberships 2

  1. 看護科学学会

    2019

  2. コ・メディカル形態機能学会会員

    2017

 

Papers 10

  1. Skeletal muscle oxidative capacity related to intramyocellular lipid in young but not in older individuals

    Yoshiko, A; Shiozawa, K; Niwa, S; Takahashi, H; Koike, T; Watanabe, K; Katayama, K; Akima, H

    APPLIED PHYSIOLOGY NUTRITION AND METABOLISM   Vol. 50   page: 1 - 9   2025.1

     More details

    Language:English   Publisher:Applied Physiology, Nutrition and Metabolism  

    Skeletal muscles contain lipids inside and outside cells, namely intramyocellular lipids (IMCL) and extramyocellular lipids (EMCL), respectively; lipids have also been found to be interspersed between these muscles as adipose tissue, namely inter-muscular adipose tissue (IMAT). Metabolized IMCL has been recognized as an important substrate for energy production and their metabolism is determined by the muscle oxidative capacity. Therefore, it has been speculated that muscle oxidative capacity is related to muscle lipid content. Excessive accumulation of EMCL and IMAT has been confirmed in older individuals, leading to metabolic disorders and a decline in muscle strength. However, whether EMCL and IMAT contribute to muscle lipid metabolism remains unknown. This study aimed to investigate whether muscle oxidative capacity is related to IMCL, EMCL, and IMAT in young and older individuals. A total of 18 young and 14 older individuals were included and their muscle oxidative capacity was assessed based on the recovery rate of muscle oxygen saturation after exercise, using near-infrared spectroscopy of the medial gastrocnemius. IMCL, EMCL, and IMAT were assessed using magnetic resonance spectroscopy and imaging. A relationship between muscle oxidative capacity and IMCL was confirmed in young (r = −0.47, P < 0.05) but not older individuals (r = 0.22, P = 0.45). Muscle oxidative capacity was not related to EMCL or IMAT in either young or older individuals. These results suggest that IMCL in young individuals can contribute to muscle lipid metabolism, but not EMCL and IMAT, and this relationship differs with aging.

    DOI: 10.1139/apnm-2024-0272

    Web of Science

    Scopus

    PubMed

  2. Relationship Of Skeletal Muscle Oxidative Capacity With Intramyocellular And Extramyocellular Lipids In Young And Older Individuals

    Yoshiko, A; Shiozawa, K; Niwa, S; Takahashi, H; Koike, T; Watanabe, K; Katayama, K; Akima, H

    MEDICINE & SCIENCE IN SPORTS & EXERCISE   Vol. 56 ( 10 ) page: 7 - 7   2024.10

     More details

  3. 超音波画像解析によるリンパ浮腫診断を目指して

    丹羽史織,大島千佳

    細胞   Vol. 56 ( 4 ) page: 281 - 284   2024.4

     More details

    Language:Japanese  

  4. Association of skeletal muscle oxidative capacity with muscle function, sarcopenia-related exercise performance, and intramuscular adipose tissue in older adults Open Access

    Yoshiko, A; Shiozawa, K; Niwa, S; Takahashi, H; Koike, T; Watanabe, K; Katayama, K; Akima, H

    GEROSCIENCE   Vol. 46 ( 1 ) page: 517 - 530   2024.2

     More details

    Language:English   Publisher:GeroScience  

    Muscle function and exercise performance measures, such as muscle endurance capacity, maximal strength, chair stand score, gait speed, and Timed Up and Go score, are evaluated to diagnose sarcopenia and frailty in older individuals. Furthermore, intramuscular adipose tissue (IntraMAT) content increases with age. Skeletal muscle oxidative capacity determines muscle metabolism and maintains muscle performance. This study aimed to investigate the association of skeletal muscle oxidative capacity with muscle function, exercise performance, and IntraMAT content in older individuals. Thirteen older men and women participated in this study. Skeletal muscle oxidative capacity was assessed by the recovery speed of muscle oxygen saturation after exercise using near-infrared spectroscopy from the medial gastrocnemius. We assessed two muscle functions, peak torque and time to task failure, and four sarcopenia-related exercise performances: handgrip strength, gait speed, 30-s chair stand, and Timed Up and Go. The IntraMAT content was measured using axial magnetic resonance imaging. The results showed a relationship between skeletal muscle oxidative capacity and gait speed but not with muscle functions and other exercise performance measures. Skeletal muscle oxidative capacity was not related to IntraMAT content. Skeletal muscle oxidative capacity, which may be indicative of the capacity of muscle energy production in the mitochondria, is related to locomotive functions but not to other functional parameters or skeletal fat infiltration.

    DOI: 10.1007/s11357-023-01043-6

    Web of Science

    Scopus

    PubMed

  5. Exploring Indicators of Subcutaneous Tissue Fluid Accumulation in Breast Cancer-Related Lymphedema Patients Using Fractal Analysis with Virtual Volume Reviewed Open Access

    Niwa, S; Hisano, F; Mawaki, A; Nakanishi, K; Watanabe, S; Fukuyama, A; Kikumori, T; Shimamoto, K; Imai, K; Fujimoto, E; Oshima, C

    LYMPHATIC RESEARCH AND BIOLOGY   Vol. 21 ( 5 ) page: 432 - 438   2023.10

     More details

    Language:English   Publisher:Lymphatic Research and Biology  

    Background: Breast cancer treatment sometimes causes a chronic swelling of the arm called breast cancer-related lymphedema (BCRL). Its progression is believed to be irreversible and is accompanied by tissue fibrosis and lipidosis, so preventing lymphedema from progressing by appropriate intervention at the site of fluid accumulation at an early stage is crucial. The tissue structure can be evaluated in real time by ultrasonography, and this study aims at assessing the ability of fractal analysis using virtual volume in detecting fluid accumulation within BCRL subcutaneous tissue via ultrasound imaging. Methods and Results: We worked with 21 women who developed BCRL (International Society of Lymphology stage II) after unilateral breast cancer treatment. Their subcutaneous tissues were scanned with an ultrasound system (Sonosite Edge II; Sonosite, Inc., FUJIFILM) using a 6- to 15-MHz linear transducer. Then, a 3-Tesla MR system was used to confirm fluid accumulation in the corresponding area of the ultrasound system. Significant differences in both H + 2 and complexity were observed among the three groups (with hyperintense area, without hyperintense area, and unaffected side) (p < 0.05). Post hoc analysis (Mann–Whitney U test; Bonferroni correction p < 0.0167) revealed a significant difference for ‘‘complexity.’’ The evaluation of the distribution in Euclidean space showed that the variation of the distribution decreased in the order of unaffected, without hyperintense area, and with hyperintense area. Conclusion: The ‘‘complexity’’ of the fractal using virtual volume seems to be an effective indicator of the presence or absence of subcutaneous tissue fluid accumulation in BCRL.

    DOI: 10.1089/lrb.2022.0062

    Open Access

    Web of Science

    Scopus

    PubMed

  6. A Pilot Study of Determining the Reliability of a New Three-Dimensional Scanning System for Measuring Truncal Thickness After Breast Cancer Surgery Reviewed Open Access

    Hisano, F; Watanabe, S; Niwa, S; Nakanishi, K; Mawaki, A; Takeno, Y; Murota, K; Honda, I; Fujimoto, E; Oshima, C

    LYMPHATIC RESEARCH AND BIOLOGY   Vol. 21 ( 2 ) page: 179 - 186   2023.4

     More details

    Language:English   Publisher:Lymphatic Research and Biology  

    Background: Lymphedema often affects the trunk after breast cancer surgery. Measuring volume baseline can help detect lymphedema-related changes early, thereby allowing for early intervention efforts. However, there is no quantitative method for detecting truncal lymphedema. As a preliminary investigation into the development of a new method for measuring truncal lymphedema, this study aimed to investigate the reliability and define the minimal detectable change (MDC) in posterior truncal thickness using a three-dimensional (3D) scanning system. Methods and Results: This observational study included 21 women who had undergone a mastectomy for breast cancer. The 3D images of every subject's trunk were captured by a handheld 3D scanner at two time points. The acquired 3D images were used to calculate the differences in thickness between the affected and unaffected sides at eight points on the trunk. The reliability was determined by checking for agreement between the trials (intraclass correlation coefficient) and by investigating the presence of systematic bias between the measurement error and true value (Bland-Altman analysis). Then, the MDC was calculated. For 14 of the 21 participants, 3D images without missing data at both time points were obtained. Analysis indicated that there was no systematic bias regarding the mean value at the seven body points. Fair-to-excellent reliability was shown at the five points in the middle of the trunk (MDC: 4.14-9.79 mm). The other three points (at the top and bottom of the trunk) had limited reliability. Conclusions: The 3D scanning system effectively measured the differences in thickness between the affected and unaffected sides of participants' posterior trunks, with fair-to-excellent reliability in the middle of the trunk.

    DOI: 10.1089/lrb.2022.0021

    Open Access

    Web of Science

    Scopus

    PubMed

  7. 超音波画像解析によるリンパ浮腫診断を目指して

    丹羽 史織

    月刊 細胞   Vol. 55   page: 48 - 51   2023

     More details

  8. Prediction of the Presence of Fluid Accumulation in the Subcutaneous Tissue in BCRL Using Texture Analysis of Ultrasound Images Reviewed

    Niwa, S; Mawaki, A; Hisano, F; Nakanishi, K; Watanabe, S; Fukuyama, A; Kikumori, T; Shimamoto, K; Fujimoto, E; Oshima, C

    LYMPHATIC RESEARCH AND BIOLOGY   Vol. 20 ( 1 ) page: 11 - 16   2022.2

     More details

    Language:English   Publisher:Lymphatic Research and Biology  

    Background: Breast cancer-related lymphedema (BCRL) is a chronic swelling of the arm due to breast cancer treatment. Lymphedema is diagnosed and staged on the basis of limb circumference measurements and the patient’s subjective symptoms, which have poor reproducibility and objectivity: these cannot detect any fluid accumulation in the tissue. Ultrasonography is a feasible noninvasive technique that can be used to evaluate tissue structure in real time. This study aimed to assess the ability of texture features for discriminating the presence of accumulated fluid within the subcutaneous tissue of BCRL using ultrasound (US) imaging. Methods and Results: This study included 20 women who were treated for unilateral breast cancer and who subsequently developed BCRL (International Society of Lymphology stage II). Subcutaneous tissue was scanned through an US system (Sonosite Edge II; Sonosite, Inc., FUJIFILM) using a 6- to 15-MHz linear transducer to assess the ability of texture features for discriminating the presence of accumulated fluid within the subcutaneous tissue of BCRL. Fluid accumulation was observed using a 3-Tesla MR system under double-echo steady-state conditions. There was a significant difference among the three groups (with hyperintense area, without hyperintense area, and unaffected side) in 11 of 14 textural features (p < 0.05). Post hoc analysis (Mann–Whitney U test; Bonferroni correction p < 0.0167) revealed significant differences in seven textural features within the hyperintense area. Conclusions: This study revealed that seven texture features quantified by US imaging data can provide information regarding fluid accumulation in the subcutaneous tissue of lymphedema.

    DOI: 10.1089/lrb.2020.0121

    Web of Science

    Scopus

    PubMed

  9. The Correlation Between Fluid Distribution and Swelling or Subjective Symptoms of the Trunk in Lymphedema Patients: A Preliminary Observational Study Reviewed

    Hisano Fumiya, Niwa Shiori, Nakanishi Keisuke, Mawaki Ayana, Murota Kaoru, Fukuyama Atsushi, Takeno Yukari, Watanabe Sachiyo, Fujimoto Etsuko, Oshima Chika

    LYMPHATIC RESEARCH AND BIOLOGY   Vol. 13 ( 10-11 ) page: 269 - 273   2021.6

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    Background: Manual lymph drainage (MLD) is one of the common treatments for breast cancer-related lymphedema (BCRL). Although the primary goal of MLD is to drain the excessive fluid accumulated in the affected upper limb and trunk to an area of the body that drains usually, the use of MLD is decided based on swelling and subjective symptoms, without assessing whether there is fluid accumulated in the affected region. The purpose of this study was to examine truncal fluid distribution in a sample of BCRL patients and investigate any correlation between such fluid distribution and swelling or subjective symptoms. Methods and Results: An observational study was conducted with 13 women who had unilateral, upper extremity BCRL. Fluid distribution was evaluated by using two magnetic resonance imaging (MRI) sequences: half-Fourier acquisition single-shot turbo spin echo and three-dimensional double-echo steady-state. The presence of swelling was determined by lymphedema therapists, and subjective symptoms were measured by using a visual analog scale. On MRI, no participants had any free water signals in the trunk. However, seven had swelling and all 13 had some kind of subjective symptoms on the affected side of their trunk. Conclusions: These results suggest that swelling and subjective symptoms do not correlate with the presence of truncal fluid. For such cases, a different approach than MLD may be needed to address truncal swelling and related subjective symptoms. Checking for the presence of fluid in the truncal region may help MLD be used more appropriately.

    DOI: 10.1089/lrb.2020.0075

  10. Breast Cancer-related Lymphedema with the presence or absence of accumulation of Fluid: MR Findings in ISL Stage II Cases Reviewed

    Niwa Shiori, Mawaki Ayana, Nakanishi Keisuke, Hisano Fumiya, Takeno Yukari, Fukuyama Atsushi, Kikumori Toyone, Shimamoto Kazuhiro, Fujimoto Etsuko, Oshima Chika

      Vol. 18 ( 2 ) page: 88 - 94   2020.4

     More details

    Authorship:Lead author   Language:English  

    Background: Breast cancer-related lymphedema (BCRL) is chronic swelling of the arm that develops from breast cancer treatment. The International Society of Lymphology (ISL) classification is widely used to determine the clinical stage of lymphedema. Lymphedema diagnosis and staging are based on limb circumference measurements and the patient’s subjective symptoms, which have poor reproducibility and objectivity and cannot detect any fluid accumulation in the tissue. This study aimed to evaluate fluid accumulation in the tissue in BCRL (ISL stage II) through MRI.
    Material and Methods: This study included 10 women who were treated for unilateral breast cancer and had subsequently developed BCRL(ISL stageⅡ). To observe fluid accumulation using a 3-Tesla MR system under Double Echo Steady State conditions.
    Results: Although all the subjects were classified as having stage II lymphedema, they showed mixed results of with or without hyperintensity on MR imaging.
    Conclusion: This report found that lymphedema progression was mixed even though patients were receiving the same treatment at the same stage.

    DOI: 10.11172/keitaikinou.18.88

▼display all

Presentations 21

  1. MRIを用いた乳がん術後リンパ浮腫患者の水分貯留状況の違い

    丹羽史織、間脇彩奈、久野史椰、中西啓介、福山篤司、藤本悦子、大島千佳

    第48回リンパ学会総会  2024.6.8 

     More details

    Event date: 2024.6

    Presentation type:Oral presentation (general)  

    Venue:仙台  

  2. 乳がん術後リンパ浮腫患者の体幹部の測定方法に関するスコーピングレビュー

    福永美理, 久野史椰, 中西啓介, 間脇彩奈, 丹羽史織, 藤澤薫, 安藤彩, 大島千佳, 藤本悦子, 本田育美

    第16回がんのリンパ浮腫研究会   2024.1.20 

     More details

    Event date: 2024.1

    Language:Japanese  

    Venue:名古屋市  

  3. 3Dスキャンシステムを用いた乳がん術後リンパ浮腫患者における体幹形状測定法の検討

    渡邊幸代, 久野史椰, 中西啓介, 丹羽史織, 間脇彩奈, 本田育美, 藤本悦子

    コ・メディカル形態機能学会第21回学術集会・総会  2023.9.9 

     More details

    Event date: 2023.9

    Language:Japanese  

    Venue:山形市  

  4. 上肢リンパ浮腫患者の皮膚表面構造の画像解析

    小松美結, 佐藤亜実, 間脇彩奈, 川西康友, 中西啓介, 久野史椰, 丹羽史織, 藤本悦子, 大島千佳

    コ・メディカル形態機能学会第21回学術集会・総会  2023.9.9 

     More details

    Event date: 2023.9

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:山形市  

  5. 医用画像を用いた健常者および患者における生体内情報の評価

    丹羽史織

    第27回日本体力医学会東海地方会  2023.3.19 

     More details

    Event date: 2023.3

    Presentation type:Symposium, workshop panel (nominated)  

    Venue:三重大学  

  6. 名古屋大学リンパ浮腫ケア研究チームの活動と今後の展望

    中西啓介, 丹羽史織, 久野史椰, 間脇彩奈, 竹野ゆかり, 本田育美, 菊森豊根, 大島千佳, 藤本悦子

    第15回 がんのリンパ浮腫研究会   2023.1.21 

     More details

    Event date: 2023.1

    Presentation type:Oral presentation (general)  

  7. リンパ浮腫ケアのエビデンス確立を目指した研究活動の紹介

    大島千佳、丹羽史織、久野史椰、渡邉幸代、中西啓介、間脇彩奈、竹野ゆかり、藤本悦子

    第5回日本リンパ浮腫学会総会  2022.3.11 

     More details

    Event date: 2022.3

    Presentation type:Symposium, workshop panel (nominated)  

  8. Reliability of upper limb circumference measurement using optical 3D digitizer International conference

    Keisuke Nakanishi, Fumiya Hisano, Shiori Niwa, Chika Oshima, Ayana Mawaki,Yukari Takeno,Ikumi Honda, Etsuko Fujimoto

    6th International Nursing Research Conference of the World Nursing Academy  2020.2 

     More details

    Event date: 2022.2

    Presentation type:Oral presentation (general)  

    Venue:Osaka  

  9. 乳がん術後リンパ浮腫患者の水分貯留と水分分布状況

    丹羽史織, 間脇彩奈, 久野史椰, 中西啓介, 竹野ゆかり, 渡邉幸代, 藤本悦子, 大島千佳.

    第41回日本看護科学学会学術集会  2021.12.4 

     More details

    Event date: 2021.12

    Presentation type:Poster presentation  

  10. 乳がん治療関連リンパ浮腫患者の中高強度身体活動の実態に関する研究

    中西 啓介, 間脇 彩奈, 丹羽 史織, 久野 史椰, 竹野 ゆかり, 渡邉 幸代, 大島 千佳, 藤本 悦子

    第41回日本看護科学学会学術集会  2021.12.4 

     More details

    Event date: 2021.12

    Presentation type:Poster presentation  

  11. 乳がん術後リンパ浮腫患者の体幹部における形態的特徴-3Dスキャナーの計測値と現状の評価指標との比較-

    久野史椰, 丹羽史織, 渡邉幸代, 中西啓介, 間脇彩奈, 竹野ゆかり, 本田育美, 藤本悦子, 大島千佳.

    第41回日本看護科学学会学術集会  2021.12.4 

     More details

    Event date: 2021.12

    Presentation type:Poster presentation  

  12. 乳がん手術後のリンパ浮腫に対する早期発見プログラムの構築

    丹羽史織, 久野史椰, 大島千佳.

    令和3年度第1回脳とこころの研究センタープログレスレポート会議  2021.11 

     More details

    Event date: 2021.11

    Presentation type:Oral presentation (general)  

  13. 上肢体積の計測を目的とした3D スキャナの臨床導入上の課題

    矢野聖華, 久野史椰, 渡邊幸代, 丹羽史織, 大島千佳, 間脇彩奈, 竹野ゆかり, 藤本悦子, 本田育美, 中西啓介

    第19回コメディカル形態機能学会学術集会   2021.9 

     More details

    Event date: 2021.9

    Presentation type:Oral presentation (general)  

  14. 乳がん術後リンパ浮腫患者の体幹部における形態的特徴-3Dスキャンシステムを用いて-

    久野史椰,中西啓介, 丹羽史織, 竹野ゆかり,渡邉幸代, 藤本悦子, 大島千佳

    第40回日本看護科学学会学術集会  2020.12 

     More details

    Event date: 2020.12

  15. リンパ浮腫患者の水分貯留状況と自覚症状-ISLステージII期前期におけるMR所見より-

    7. 丹羽史織, 久野史椰,中西啓介, 竹野ゆかり,渡邉幸代, 藤本悦子, 大島千佳.

    第40回日本看護科学学会学術集会  2020.12 

     More details

    Event date: 2020.12

    Presentation type:Poster presentation  

  16. 続発性リンパ浮腫に対する看護介入プログラムの開発

    大島千佳、丹羽史織, 久野史椰,間脇彩奈,中西啓介

    脳とこころの研究センターシンポジウム   2020.1 

     More details

    Event date: 2020.1

  17. 間欠的空気圧迫法が睡眠に与える影響

    尾花真衣, 大島千佳, 中山奈津紀, 間脇彩奈, 中西啓介, 竹野ゆかり, 丹羽史織, 久野史椰, 藤本悦子

    第18回コメディカル形態機能学会学術集会   2019.9 

     More details

    Event date: 2019.9

    Presentation type:Oral presentation (general)  

  18. リンパ浮腫の皮下組織における水分分布と厚さの比較-MR 画像および超音波画像を用いた検討-

    丹羽史織,間脇彩奈,中西啓介,久野史椰,竹野ゆかり,福山篤司,島本佳寿広,藤本悦子,大島千佳

    第17回コ・メディカル形態機能学会学術集会   2018.9 

     More details

    Event date: 2018.9

    Presentation type:Oral presentation (general)  

  19. Skin Viscoelasticity in Patients with Lymphedema International conference

    Ayana Mawaki, Chika Oshima, Yuiko Suzuki, Keisuke Nakanishi, Shiori Niwa, Yukari Takeno, Fumiya Kurono, Etsuko Fujimoto

    The 8th International Lymphoedema Flamework Conference   2018.6 

     More details

    Event date: 2018.6

    Presentation type:Poster presentation  

  20. 糖尿病患者の体内水分量の特徴-リンパ浮腫ケアのための基礎研究として-

    久野史椰, 竹野ゆかり, 丹羽史織, 間脇彩奈, 中西啓介, 大島千佳, 藤本悦子

    第42回日本リンパ学会学術集会   2018.6 

     More details

    Event date: 2018.6

    Presentation type:Oral presentation (general)  

  21. Nighttime Bandaging may not Affect Household and Locomotive Activities of Patients with Breast Cancer-Related Lymphedema International conference

    Keisuke Nakanishi, Ayana Mawaki, Chika Oshima, Yukari Takeno, Fumiya Kurono, Shiori Niwa, Aya Ando, Sayami Matsubara and Etsuko Fujimoto

    2017 

     More details

    Event date: 2017

    Presentation type:Oral presentation (general)  

▼display all

KAKENHI (Grants-in-Aid for Scientific Research) 4

  1. For the Early Care of Breast Cancer Related Lymphedema -Using Ultrasound Imaging Assessment Index-

    Grant number:24K20274  2024.4 - 2027.3

    Grants-in-Aid for Scientific Research  Grant-in-Aid for Early-Career Scientists

      More details

    Authorship:Principal investigator 

    Grant amount:\4550000 ( Direct Cost: \3500000 、 Indirect Cost:\1050000 )

  2. 超音波画像解析を活用したオーダーメイドな看護介入のための新たな動脈硬化指標の開発

    Grant number:23K27884  2023.4 - 2028.3

    科学研究費助成事業  基盤研究(B)

    中山 奈津紀, 今井 國治, 玉腰 浩司, 本田 育美, 大島 千佳, 江尻 晴美, 森脇 佳美, 丹羽 史織, 荒川 尚子

      More details

    Authorship:Coinvestigator(s) 

    動脈硬化を抑制し改善させることは、後遺症を惹起しうる脳卒中や心筋梗塞等の循環器疾患の発症抑制につながり喫緊の課題である。本研究の最終目標は、個人差のある動脈硬化を惹起する生活習慣を特定し、個人に適した生活習慣の改善を行う、つまりオーダーメイドな看護介入を構築することである。具体的には、①頸動脈エコーの画像を解析し動脈硬化のテクスチャ(均一性・線維化・石灰化・脂質量・線維性被膜厚・表面形状・狭窄率等)を定量的に評価し、②テクスチャの差異を惹起した生活習慣(運動・睡眠・食事)、ストレス(自律神経活動)を特定する。③6か月後のテクスチャの差異と各生活習慣の詳細な変化を定量化する。
    本研究は、①頸動脈エコーの画像を解析し動脈硬化のテクスチャ(均一性・線維化・石灰化・脂質量・線維性被膜厚・表面形状・狭窄率等)を定量的に評価し、②テクスチャの差異を惹起した生活習慣(運動・睡眠・食事)とストレス、自律神経活動の影響を明らかにすることによって、③患者個人の動脈硬化を特徴づけた標的にオーダーメイドで看護介入を行い、介入効果を明らかにする。
    2023年度は①の画像解析に取り組んだ。頸動脈エコー画像の静止画を用いて、解析に適切な部分の選定を行い、解析を行った。解析の結果、数理式で表すことが可能かどうかを現在検討中である。数理で表すことができれば、指標化が可能になると考えている。また、一方で、人工知能を用いた画像解析の可能性も模索中である。現在、画像処理を行い、自動で血管内皮を計測するための方法に挑戦している。血管内皮計測のための画像処理方法が確率すれば、超音波の器械に依存する画像の処理も可能になるとともに、自動計測を可能にすることによって、生活習慣病への働きかけを即時に行うことを可能にできる。
    画像解析の結果を数理式で表し、一般化できる指標とすることを目指す一方で、AIを用いて画像解析をオートメーション化することによって、広く一般で活用できる可能性を広げることができる。今後、研究施設を拡大するうえで、超音波画像の質の違いを考慮することなく、分析できる可能性がある。
    今後は、画像解析の結果の指数化にめどがつき次第、生活習慣病の調査を開始していく。生活習慣病と動脈硬化指数が関連するかの研究を進めることが可能になる。

  3. 超音波画像解析を活用したオーダーメイドな看護介入のための新たな動脈硬化指標の開発

    Grant number:23H03194  2023.4 - 2028.3

    科学研究費助成事業  基盤研究(B)

    中山 奈津紀, 今井 國治, 玉腰 浩司, 本田 育美, 大島 千佳, 江尻 晴美, 森脇 佳美, 丹羽 史織, 荒川 尚子

      More details

    Authorship:Coinvestigator(s) 

    動脈硬化を抑制し改善させることは、後遺症を惹起しうる脳卒中や心筋梗塞等の循環器疾患の発症抑制につながり喫緊の課題である。本研究の最終目標は、個人差のある動脈硬化を惹起する生活習慣を特定し、個人に適した生活習慣の改善を行う、つまりオーダーメイドな看護介入を構築することである。具体的には、①頸動脈エコーの画像を解析し動脈硬化のテクスチャ(均一性・線維化・石灰化・脂質量・線維性被膜厚・表面形状・狭窄率等)を定量的に評価し、②テクスチャの差異を惹起した生活習慣(運動・睡眠・食事)、ストレス(自律神経活動)を特定する。③6か月後のテクスチャの差異と各生活習慣の詳細な変化を定量化する。

  4. Development of a subcutaneous tissue water retention assessment index for lymphedema using ultrasound imaging

    Grant number:22K21111  2022.8 - 2024.3

    Grants-in-Aid for Scientific Research  Grant-in-Aid for Research Activity Start-up

    Niwa Shiori

      More details

    Authorship:Principal investigator 

    Grant amount:\2860000 ( Direct Cost: \2200000 、 Indirect Cost:\660000 )

    In this study, we attempted to extract features of images showing lymphatic retention using ultrasound image analysis technology as a basic step toward determining lymphatic accumulation in the subcutaneous tissue using an ultrasound diagnostic system in patients with postoperative lymphedema from breast cancer.
    Ultrasound images of both upper limbs were acquired for a patient with lymphedema after breast cancer surgery, and image analysis techniques such as fractal analysis using virtual volume were used to analyze the subcutaneous tissue.As a result, we found that the "complexity" of fractal analysis using virtual volume is an effective index for detecting the presence of lymphatic accumulation in the subcutaneous tissue.