Details of the Researcher

PHOTO

Yuki Nishida
Section
Graduate School of Medicine
Job title
Senior Assistant Professor
e-Rad No.
30845657

Research History 4

  • 2025/04 - Present
    Tohoku University

  • 2022/04 - 2025/03
    東京医科歯科大学M&Dデータ科学センター 生物統計学分野 助教

  • 2020/01 - 2022/03
    Keio University Sports Medicine Research Center

  • 2016/04 - 2019/12
    National Institutes of Biomedical Innovation, Health and Nutrition

Education 3

  • Keio University Graduate School of Health Management

    2021/04 - 2024/03

  • Hiroshima University Graduate School of Biomedical Sciences

    2014/04 - 2016/03

  • Hiroshima University Faculty of Medicine

    2010/04 - 2014/03

Research Interests 7

  • 医療費分析

  • リアルワールドデータ

  • フレイル

  • メタボリックシンドローム

  • 身体活動量

  • 食事調査

  • エネルギー代謝

Research Areas 1

  • Life sciences / Nutrition and health science /

Awards 1

  1. 企業賞

    2023/12 IDRユーザフォーラム 2023 潜在クラス分析によるダイエット食品利用者の口コミパターンと満足度の関係性

Papers 16

  1. Association of SARC-F with muscle mass, strength, and quality derived from bioelectrical impedance spectroscopy for sarcopenia assessment

    Tsukasa Yoshida, Yuki Nishida, Emi Kondo, Miwa Yamaguchi, Aya Itoi, Hiroyuki Shirato, Hirohiko Hirano, Satoshi Sasaki, Minoru Yamada, Shigeho Tanaka, Misaka Kimura, Fuminori Katsukawa, Yosuke Yamada

    Scientific Reports 15 (1) 2025/11/25

    Publisher: Springer Science and Business Media LLC

    DOI: 10.1038/s41598-025-25862-z  

    eISSN: 2045-2322

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    Abstract The SARC-F is a 5-item questionnaire screening for patients at risk of sarcopenia. The electrical properties of tissues derived from bioelectrical impedance spectroscopy (BIS), including phase angle (PhA) and intracellular-extracellular water ratio (ICW/ECW) indices, are biomarkers of age-related loss of skeletal muscle quantity and quality. The purpose of the current study was to examine the association between SARC-F and muscle mass, strength, muscle-specific strength, and muscle quality as assessed by BIS and hand grip strength (HGS). Sarcopenia risk was assessed using the SARC-F questionnaire. BIS was used to obtain skeletal muscle mass (SMM) and skeletal muscle mass index (SMI), PhA, ICW/ECW index, membrane capacitance (Cm) and characteristic frequency (fc) for assessing muscle quantity and quality. HGS was evaluated, and muscle-specific strength (HGS/SMM) was calculated. The Pearson correlation coefficient was used to examine the associations between SARC-F scores and each muscle parameter. A total of 205 older adults aged 65–99 years were included in the current cross-sectional analysis. Of those, 142 were community-dwelling healthy older adults (110 women and32 men) and 63 were the older adults living in special nursing homes for the older adults (45 women and 18 men). SARC-F was significantly correlated with SMM, SMI, HGS, and HGS/SMM in both men and women ( p  < 0.05). SARC-F was also correlated with PhA, ICW/ECW index, Cm, and fc in both men and women ( p  < 0.001). The SARC-F score was associated with SMM, HGS, HGS/SMM, PhA, ICW/ECW index, Cm, and fc independently of age, sex, height, and BMI. SARC-F is a subjective yet simple assessment tool for muscle mass, strength, and quality relevant to sarcopenia.

  2. BMI trajectory of 8,155,894 Japanese adults from exhaustive health checkup data: the contributions of age-related changes in height and weight. International-journal

    Naoki Uemura, Yuki Nishida, Satoshi Sasaki, Yosuke Yamada, Tatsuhiko Anzai, Kunihiko Takahashi, Keita Yamauchi, Fuminori Katsukawa

    International journal of obesity (2005) 2024/12/18

    DOI: 10.1038/s41366-024-01694-1  

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    This study aimed to clarify the trajectory of BMI alongside age-related changes in height and weight among Japanese adults. Data from annual health checkups between 2015 and 2020 by the Japan Health Insurance Association were retrospectively analyzed. A total of 4,777,891 men and 3,378,003 women (age 35-69 years) were stratified into 14 subgroups based on sex and 5-year age categories. We used linear mixed-effects model to estimate values for each outcome, with six-time points (2015-2020) as the independent variable. Mean BMI changes were positive across all subgroups, indicating a trend of increasing BMI (men, 0.02 to 0.14 kg/m2/year; women, 0.05 to 0.16 kg/m2/year). In younger subgroups, the changed were relatively large, with the weight transitions mirroring those of BMI. However, the mean changes were negative (men, -0.06 kg/year; women, -0.01 kg/year) in the oldest subgroups. Height reduction increased with age across subgroups (men, -0.14 to -0.03 cm/year; women, -0.18 to -0.01 cm/year). In conclusion, BMI tended to increase with age in both sexes across all age groups of Japanese adults. The increase in BMI appeared to be influenced by weight gain in young to middle age, whereas height reduction influenced increased BMI in older age groups.

  3. Web-Based Content on Diet and Nutrition Written in Japanese: Infodemiology Study Based on Google Trends and Google Search Peer-reviewed

    Kentaro Murakami, Nana Shinozaki, Nana Kimoto, Hiroko Onodera, Fumi Oono, Tracy A McCaffrey, M Barbara E Livingstone, Tsuyoshi Okuhara, Mai Matsumoto, Ryoko Katagiri, Erika Ota, Tsuyoshi Chiba, Yuki Nishida, Satoshi Sasaki

    JMIR Formative Research 7 e47101-e47101 2023/11/16

    Publisher: JMIR Publications Inc.

    DOI: 10.2196/47101  

    eISSN: 2561-326X

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    Background The increased availability of content of uncertain integrity obtained through the internet is a major concern. To date, however, there has been no comprehensive scrutiny of the fitness-for-purpose of web-based content on diet and nutrition. Objective This cross-sectional study aims to describe diet- and nutrition-related web-based content written in Japanese, identified via a systematic extraction strategy using Google Trends and Google Search. Methods We first identified keywords relevant for extracting web-based content (eg, blogs) on diet and nutrition written in Japanese using Google Trends. This process included identification of 638 seed terms, identification of approximately 1500 pairs of related queries (top) and search terms, the top 10% of which were extracted to identify 160 relevant pairs of related queries (top) and search terms, and identification of 107 keywords for search. We then extracted relevant web-based content using Google Search. Results The content (N=1703) examined here was extracted following a search based on 107 keywords. The most common themes included food and beverages (390/1703, 22.9%), weight management (366/1703, 21.49%), health benefits (261/1703, 15.33%), and healthy eating (235/1703, 13.8%). The main disseminators were information technology companies and mass media (474/1703, 27.83%), food manufacturers (246/1703, 14.45%), other (236/1703, 13.86%), and medical institutions (214/1703, 12.57%). Less than half of the content (790/1703, 46.39%) clearly indicated the involvement of editors or writers. More than half of the content (983/1703, 57.72%) was accompanied by one or more types of advertisement. The proportion of content with any type of citation reference was 40.05% (682/1703). The themes and disseminators of content were significantly associated with the involvement of editors or writers, accompaniment with advertisement, and citation of reference. In particular, content focusing on weight management was more likely to clearly indicate the involvement of editors or writers (212/366, 57.9%) and to be accompanied by advertisement (273/366, 74.6%), but less likely to have references cited (128/366, 35%). Content from medical institutions was less likely to have citation references (62/214, 29%). Conclusions This study highlights concerns regarding the authorship, conflicts of interest (advertising), and the scientific credibility of web-based diet- and nutrition-related information written in Japanese. Nutrition professionals and experts should take these findings seriously because exposure to nutritional information that lacks context or seems contradictory can lead to confusion and backlash among consumers. However, more research is needed to draw firm conclusions about the accuracy and quality of web-based diet- and nutrition-related content and whether similar results can be obtained in other major mass media or social media outlets and even other languages.

  4. Multimorbidity patterns in the working age population with the top 10% medical cost from exhaustive insurance claims data of Japan Health Insurance Association

    Yuki Nishida, Tatsuhiko Anzai, Kunihiko Takahashi, Takahide Kozuma, Eiichiro Kanda, Keita Yamauchi, Fuminori Katsukawa

    PLOS ONE 18 (9) e0291554-e0291554 2023/09/28

    Publisher: Public Library of Science (PLoS)

    DOI: 10.1371/journal.pone.0291554  

    eISSN: 1932-6203

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    Although the economic burden of multimorbidity is a growing global challenge, the contribution of multimorbidity in patients with high medical expenses remains unclear. We aimed to clarify multimorbidity patterns that have a large impact on medical costs in the Japanese population. We conducted a cross-sectional study using health insurance claims data provided by the Japan Health Insurance Association. Latent class analysis (LCA) was used to identify multimorbidity patterns in 1,698,902 patients who had the top 10% of total medical costs in 2015. The present parameters of the LCA model included 68 disease labels that were frequent among this population. Moreover, subgroup analysis was performed using a generalized linear model (GLM) to assess the factors influencing annual medical cost and 5-year mortality. As a result of obtaining 30 latent classes, the kidney disease class required the most expensive cost per capita, while the highest portion (28.6%) of the total medical cost was spent on metabolic syndrome (MetS) classes, which were characterized by hypertension, dyslipidemia, and type 2 diabetes. GLM applied to patients with MetS classes showed that cardiovascular diseases or complex conditions, including malignancies, were powerful determinants of medical cost and mortality. MetS was classified into 7 classes based on real-world data and accounts for a large portion of the total medical costs. MetS classes with cardiovascular diseases or complex conditions, including malignancies, have a significant impact on medical costs and mortality.

  5. Effect of overweight/obesity and metabolic syndrome on frailty in middle‐aged and older Japanese adults Peer-reviewed

    Yuki Nishida, Yosuke Yamada, Satoshi Sasaki, Eiichiro Kanda, Yoshihiko Kanno, Tatsuhiko Anzai, Kunihiko Takahashi, Keita Yamauchi, Fuminori Katsukawa

    Obesity Science & Practice 2023/09/27

    Publisher: Wiley

    DOI: 10.1002/osp4.714  

    ISSN: 2055-2238

    eISSN: 2055-2238

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    Abstract Background The potential for developing frailty exists in middle‐aged and older adults. While obesity and metabolic syndrome (MetS) increase the risk of frailty in older adults, this relationship remains unclear in middle‐aged adults, who are prone to developing lifestyle‐related diseases. Objective To examine the effect of overweight/obesity and MetS on frailty development in middle‐aged and older Japanese adults using real‐world data. Methods This nationwide cohort study used exhaustive health insurance claims data of 3,958,708 Japanese people from 2015 to 2019 provided by the Japan Health Insurance Association. Participants aged ≥35 and < 70 years who received health checkups in 2015 were included. Multivariate logistic regression was used to assess the effect of body mass index (BMI) and MetS or MetS components (i.e., diabetes, hypertension, and dyslipidemia) in 2015 on frailty risk assessed using the hospital frailty risk score in 2019. Additionally, a subgroup analysis was performed to examine the interaction effects of MetS components and 4‐year weight change (%) on frailty risk among participants who were overweight and obese (BMI ≥25 kg/m2). Results In 2019, 7204 (0.2%) and 253,671 (6.4%) participants were at high and intermediate frailty risks, respectively. Obesity and MetS were independently associated with intermediate/high frailty risk (odds ratio (OR) 1.36, p < 0.05; OR 1.23, p < 0.05, respectively) and high frailty risk (OR 1.80, p < 0.05; OR 1.37, p < 0.05, respectively) in all participants. Although all MetS components were frailty risk factors, these effects diminished with age in both sexes. Subgroup analysis of patients with diabetes revealed that 5%–10% weight loss was associated with reduced frailty risk in both sexes. Conclusions Obesity, MetS, and MetS components were independent frailty risk factors in middle‐aged and older Japanese adults. Weight loss of up to 10% over 4 years prevented frailty in patients with diabetes who were overweight and obese.

  6. Possible association of high-density lipoprotein cholesterol levels with trunk muscle deficits and decrease in energy expenditure in patients with or at risk for COPD: A pilot study International-journal Peer-reviewed

    Toru Shirahata, Hideaki Sato, Sanehiro Yogi, Kaiji Inoue, Mamoru Niitsu, Hitoshi Miyazawa, Tomoe Akagami, Machika Soma, Tomohiko Mio, Makoto Nagata, Yuki Nishida, Shigeho Tanaka, Fuminori Katsukawa, Hidetoshi Nakamura

    Respiratory Investigation 60 (5) 720-724 2022/09

    Publisher: Elsevier BV

    DOI: 10.1016/j.resinv.2022.06.005  

    ISSN: 2212-5345

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    BACKGROUND: Chronic obstructive pulmonary disease (COPD) is associated with low muscle mass and function caused by malnutrition and physical inactivity. We aimed to investigate possible associations between serum biomarkers and clinical traits including computed tomography-derived muscle measurements and energy expenditure indices in COPD. METHODS: Total energy expenditure (TEE) was measured by the doubly labeled water method, while physical activity level (PAL) was calculated as TEE/basal metabolic rate. Cross-sections and densities of pectoralis, rectus abdominis, and erector spinae muscles were measured. Serum biomarkers included adiponectin, insulin-like growth factor-1, and high-density lipoprotein (HDL)- and low-density lipoprotein (LDL)-cholesterol (C). RESULTS: HDL-C levels were significantly correlated with all muscle areas, densities, and TEE. Only LDL-C levels were correlated with PAL. CONCLUSIONS: HDL-C level was a potential biomarker for trunk muscle volumes and functions, as well as total energy expenditure in COPD.

  7. Impact of non-exercise activity thermogenesis on physical activity in patients with COPD International-journal Peer-reviewed

    Toru Shirahata, Yuki Nishida, Hideaki Sato, Sanehiro Yogi, Tomoe Akagami, Makoto Nagata, Shigeho Tanaka, Hidetoshi Nakamura, Fuminori Katsukawa

    Science Progress 105 (3) 003685042211170-003685042211170 2022/07

    Publisher: SAGE Publications

    DOI: 10.1177/00368504221117064  

    ISSN: 0036-8504

    eISSN: 2047-7163

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    Physical inactivity is associated with comorbidities and mortality in chronic obstructive pulmonary disease (COPD) patients. Although non-exercise activity thermogenesis (NEAT) is important for evaluating the physical activity level (PAL) of patients with chronic diseases, it has not yet been assessed in COPD patients. This study included male patients with COPD (n = 28) and high risk for COPD (n = 8). Total energy expenditure (TEE) and basal metabolic rate (BMR) were measured using the doubly labeled water (DLW) method and indirect calorimetry, respectively. PAL was calculated as TEE/BMR, while the NEAT was obtained from a questionnaire. Physical activity was also assessed using an accelerometer. The total NEAT score was correlated with PAL (r = 0.534, P < 0.001), while PAL was correlated more strongly with the non-locomotive NEAT score (r = 0.548, P < 0.001) than the locomotive NEAT score (r = 0.278, P = 0.10). Regarding accelerometer-obtained data, this questionnaire mainly reflected steps/day and the duration of light locomotive and non-locomotive daily activities. The NEAT score is a possible option for evaluating PAL in daily clinical practice. The present results indicated that non-locomotive activity may have a greater impact on PAL than locomotive activity in COPD patients.

  8. The product of trunk muscle area and density on the CT image is a good indicator of energy expenditure in patients with or at risk for COPD International-journal

    Shirahata T, Sato H, Yogi S, Inoue K, Niitsu M, Akagami T, Soma M, Mio T, Nagata M, Nakae S, Nishida Y, Tanaka S, Katsukawa F, Nakamura H

    Respiratory Research 22 (1) 18-18 2021/12

    Publisher: Respiratory Research

    DOI: 10.1186/s12931-021-01621-2  

    ISSN: 1465-9921

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    Background: Physical inactivity due to cachexia and muscle wasting is well recognized as a sign of poor prognosis in chronic obstructive pulmonary disease (COPD). However, there have been no reports on the relationship between trunk muscle measurements and energy expenditure parameters, such as the total energy expenditure (TEE) and physical activity level (PAL), in COPD. In this study, we investigated the associations of computed tomography (CT)-derived muscle area and density measurements with clinical parameters, including TEE and PAL, in patients with or at risk for COPD, and examined whether these muscle measurements serve as an indicator of TEE and PAL. Methods: The study population consisted of 36 male patients with (n = 28, stage 1–4) and at risk for (n = 8) COPD aged over 50 years. TEE was measured by the doubly labeled water method, and PAL was calculated as the TEE/basal metabolic rate estimated by the indirect method. The cross-sectional areas and densities of the pectoralis muscles, rectus abdominis muscles, and erector spinae muscles were measured. We evaluated the relationship between these muscle measurements and clinical outcomes, including body composition, lung function, muscle strength, TEE, and PAL. Results: All the muscle areas were significantly associated with TEE, severity of emphysema, and body composition indices such as body mass index, fat-free mass, and trunk muscle mass. All trunk muscle densities were correlated with PAL. The product of the rectus abdominis muscle area and density showed the highest association with TEE (r = 0.732) and PAL (r = 0.578). Several trunk muscle measurements showed significant correlations with maximal inspiratory and expiratory pressures, indicating their roles in respiration. Conclusions: CT-derived measurements for trunk muscles are helpful in evaluating physical status and function in patients with or at risk for COPD. Particularly, trunk muscle evaluation may be a useful marker reflecting TEE and PAL.

  9. Evaluation of energy intake by brief-type self-administered diet history questionnaire among male patients with stable / at-risk for chronic obstructive pulmonary disease International-journal Peer-reviewed

    Yuki Nishida, Hidetoshi Nakamura, Satoshi Sasaki, Toru Shirahata, Hideaki Sato, Sanehiro Yogi, Yosuke Yamada, Satoshi Nakae, Shigeho Tanaka, Fuminori Katsukawa

    BMJ Open Respir Res 8 (1) 2021/08

    DOI: 10.1136/bmjresp-2020-000807  

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    BACKGROUND AND OBJECTIVE: Weight loss and reduced fat-free mass are independent risk factors for mortality among patients with chronic obstructive pulmonary disease (COPD). These factors are important for determining diet therapy and examining the validity of assessment for energy intake (EI). We assessed the agreement of EI between a brief-type self-administered diet history questionnaire (BDHQ) and the doubly labelled water (DLW) method among male patients with stable/at risk for COPD. METHOD: In this cross-sectional observational study, data for 33 male patients were analysed. At the first visit, EI was estimated using a BDHQ (EIBDHQ). Total energy expenditure (TEE) was measured during 13-15 days by the DLW method, while corrected EI was calculated using the TEE and weight change during the DLW period (EIDLW). The difference between EIBDHQ and EIDLW was evaluated by the Bland-Altman method. Multiple regression analysis was used to determine the proportion of variance in the difference between EIBDHQ and EIDLW, as determined by the patient's characteristics. RESULTS: EIBDHQ was 2100 (95% CI: 1905 to 2295) kcal/day in the total population. A fixed bias was observed between EIBDHQ and EIDLW as -186 (95% CI: -422 to 50) kcal/day, while a proportional bias was not detected by the Bland-Altman analysis. Age, weight, anxiety and interleukin 6 were responsible for 61.7% of the variance in the difference between both EIs in a multiple regression model. CONCLUSIONS: The BDHQ underestimated EI among male patients with stable/at risk for COPD, but this estimation error was within an acceptable range compared with previous studies. EIBDHQ precision might be improved by considering common COPD traits, including inflammatory condition and mental state.

  10. Impact of walking aids on estimating physical activity using a tri-axial accelerometer in frail older adults International-journal

    Nishida Y, Tanaka S, Hatamoto Y, Hatanaka M, Ishikawa-Takata K, Abe T, Higaki Y, Katsukawa F

    BMJ Open Sport and Exercise Medicine 7 (2) e001014 2021/06/25

    Publisher: BMJ Open Sport and Exercise Medicine

    DOI: 10.1136/bmjsem-2020-001014  

    ISSN: 2055-7647

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    Objectives This study aimed to compare the estimation error of physical activity level (PAL) estimated using a tri-axial accelerometer between an independent walking group and an assisted walking group with walking aids. Methods Subjects were 6 older adults who could walk independently and 10 older adults requiring walking assistance during gait. Total energy expenditure (TEE) was measured using the doubly labelled water (DLW) method over 2 weeks and PAL was calculated as the measured TEE divided by the basal metabolic rate measured using indirect calorimetry (PAL DLW). The participants wore a tri-axial accelerometer (Active style Pro HJA-750C) on the waist simultaneously as the DLW period, and the estimated PAL was derived from it (PAL ACC). Results The median PAL estimation error in the assisted walking group was -0.30 kcal/day (range: -0.77 to -0.01 kcal/day) and more underestimated than that in the independent walking group (p=0.02). The estimation error of PAL ACC was significantly correlated with PAL DLW (r=-0.80, p<0.01). Conclusions Using the accelerometer, PAL was underestimated for older adults who used walking aids but not for those who walked independently under free-living conditions.

  11. Energy expenditure and physical activity in COPD by doubly labelled water method and an accelerometer International-journal Peer-reviewed

    Hideaki Sato, Hidetoshi Nakamura, Yuki Nishida, Toru Shirahata, Sanehiro Yogi, Tomoe Akagami, Machika Soma, Kaiji Inoue, Mamoru Niitsu, Tomohiko Mio, Tatsuyuki Miyashita, Makoto Nagata, Satoshi Nakae, Yosuke Yamada, Shigeho Tanaka, Fuminori Katsukawa

    ERJ Open Res 7 (2) 00407-2020 2021/05/04

    DOI: 10.1183/23120541.00407-2020  

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    Although weight loss suggests poor prognosis of COPD, only a few studies have examined total energy expenditure (TEE) or physical activity level (PAL) using the doubly labelled water (DLW) method. We evaluated TEE and PAL using the DLW method together with a triaxial accelerometer to elucidate the relationships between TEE, PAL and clinical parameters leading to a practical means of monitoring COPD physical status. This study evaluated 50- to 79-year-old male patients with mild to very severe COPD (n=28) or at risk for COPD (n=8). TEE, activity energy expenditure for 2 weeks and basal metabolic rate were measured by DLW, an accelerometer and indirect calorimetry, respectively. All patients underwent pulmonary function, chest-computed tomography, 6-min walk test, body composition and grip strength tests. Relationships between indices of energy expenditure and clinical parameters were analysed. Bland-Altman analysis was used to examine the agreement of TEE and PAL between the DLW method and the accelerometer. TEE and PAL using DLW in the total population were 2273±445 kcal·day-1 and 1.80±0.20, respectively. TEE by DLW correlated well with that from the accelerometer and grip strength (p<0.0001), and PAL by DLW correlated well with that from the accelerometer (p<0.0001), grip strength and 6-min walk distance (p<0.001) among various clinical parameters. However, the accelerometer underestimated TEE (215±241 kcal·day-1) and PAL (0.18±0.16), with proportional biases in both indices. TEE and PAL can be estimated by accelerometer in patients with COPD if systematic errors and relevant clinical factors such as muscle strength and exercise capacity are accounted for.

  12. Energy Gap between Doubly Labeled Water-Based Energy Expenditure and Calculated Energy Intake from Recipes and Plate Waste, and Subsequent Weight Changes in Elderly Residents in Japanese Long-Term Care Facilities: CLEVER Study International-journal Peer-reviewed

    Yuki Nishida, Shigeho Tanaka, Satoshi Nakae, Yosuke Yamada, Hiroyuki Shirato, Hirohiko Hirano, Satoshi Sasaki, Fuminori Katsukawa

    Nutrients 12 (9) 2677 2020/09/02

    Publisher: MDPI

    DOI: 10.3390/nu12092677  

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    Unintentional weight loss is a major frailty component; thus, assessing energy imbalance is essential for institutionalized elderly residents. This study examined prediction errors of the observed energy intake (OEI) against the actual energy intake obtained from the doubly labeled water (DLW) method and clarified the relationship between the energy gap obtained by subtracting total energy expenditure (TEE) from OEI and subsequent weight changes in elderly residents in long-term care facilities. Overall, 46 participants were recruited in Japan. TEE was measured using the DLW method, and OEI was calculated from recipes and plate waste simultaneously over a 14-15-day period at baseline. The total energy intake (TEIDLW) was determined on the basis of DLW and weight changes during the DLW period. The weight was longitudinally tracked monthly for 12 months in the 28 residents who still lived at the facilities. OEI was higher than TEIDLW by a mean of 232 kcal/day (15.3%) among 46 residents at baseline. The longitudinal data of 28 residents showed that the energy gap tended to be correlated with the slope of weight change (ρ = 0.337, p = 0.080) and the median value was significantly lower in the weight loss group (152 kcal/day) than in the weight gain group (350 kcal/day) (p < 0.05). In conclusion, weight loss could occur at Japanese long-term care facilities even if the difference obtained by subtracting TEE from OEI was positive because OEI was overestimated by more than 200 kcal/day.

  13. Impact of obesity on underreporting of energy intake in type 2 diabetic patients: Clinical Evaluation of Energy Requirements in Patients with Diabetes Mellitus (CLEVER-DM) study Peer-reviewed

    Itsuko Miyazawa, Katsutaro Morino, Keiko Fuse, Keiko Kondo, Akiko Ohi, Kaori Nishida, Mika Kurihara, Shoko Yasuhara, Naoko Nakanishi, Yuki Nishida, Satoshi Nakae, Yosuke Yamada, Shigeho Tanaka, Naoyuki Ebine, Satoshi Sasaki, Fuminori Katsukawa, Masaya Sasaki, Satoshi Ugi, Hiroshi Maegawa, CLEVER-DM Study, Research Group

    Clin Nutr ESPEN . 39 251-254 2020/07/24

    Publisher: ELSEVIER

    DOI: 10.1016/j.clnesp.2020.07.001  

    ISSN: 2405-4577

  14. Validity of the Use of a Triaxial Accelerometer and a Physical Activity Questionnaire for Estimating Total Energy Expenditure and Physical Activity Level among Elderly Patients with Type 2 Diabetes Mellitus: CLEVER-DM Study. International-journal Peer-reviewed

    Yuki Nishida, Shigeho Tanaka, Satoshi Nakae, Yosuke Yamada, Katsutaro Morino, Keiko Kondo, Kaori Nishida, Akiko Ohi, Mika Kurihara, Masaya Sasaki, Satoshi Ugi, Hiroshi Maegawa, Naoyuki Ebine, Satoshi Sasaki, Fuminori Katsukawa

    Annals of nutrition & metabolism 76 (1) 1-11 2020/03/13

    DOI: 10.1159/000506223  

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    INTRODUCTION: Evaluation of total energy expenditure (TEE) and physical activity level (PAL) is important for treatment of patients with type 2 diabetes mellitus (T2DM). However, the validity of accelerometers (ACC) and physical activity questionnaires (PAQ) for estimating TEE and PAL remains unknown in elderly populations with T2DM. We evaluated the accuracy of TEE and PAL results estimated by an ACC (TEEACC and PALACC) and a PAQ (TEEPAQ and PALPAQ) in elderly patients with T2DM. METHODS: Fifty-one elderly patients with T2DM (aged 61-79 years) participated in this study. TEEACC was calculated with PALACC using a triaxial ACC (Active style Pro HJA-750c) over 2 weeks and predicted basal metabolic rate (BMR) by Ganpule's equation. TEEPAQ was estimated using predicted BMR and the PALPAQ from the -Japan Public Health Center Study-Long questionnaire. We compared the results to TEEDLW measured with the doubly labeled water (DLW) method and PALDLW calculated with BMR using indirect calorimetry. RESULTS: TEEDLW was 2,165 ± 365 kcal/day, and TEEACC was 2,014 ± 339 kcal/day; TEEACC was strongly correlated with TEEDLW (r = 0.87, p < 0.01) but significantly underestimated (-150 ± 183 kcal/day, p < 0.05). There was no significant difference in TEEPAQ and TEEDLW (-49 ± 284 kcal/day), while the range of difference seemed to be larger than TEEACC. PALDLW, PALACC, and PALPAQ were calculated to be 1.71 ± 0.17, 1.69 ± 0.16, and 1.78 ± 0.24, respectively. -PALACC was strongly correlated with PALDLW (r = 0.71, p < 0.01), and there was no significant difference between the 2 values. PALPAQ was moderately correlated with PALDLW (r = 0.43, p < 0.01) but significantly overestimated. Predicted BMR was significantly lower than the BMR -measured by indirect calorimetry (1,193 ± 186 vs. 1,262 ± 155 kcal/day, p < 0.01). CONCLUSIONS: The present ACC and questionnaire showed acceptable correlation of TEE and PAL compared with DLW method in elderly patients with T2DM. Systematic errors in estimating TEE may be improved by the better equation for predicting BMR.

  15. Total energy expenditure is comparable between patients with and without diabetes mellitus: Clinical Evaluation of Energy Requirements in Patients with Diabetes Mellitus (CLEVER-DM) Study. International-journal Peer-reviewed

    Katsutaro Morino, Keiko Kondo, Shigeho Tanaka, Yuki Nishida, Satoshi Nakae, Yosuke Yamada, Satoshi Ugi, Keiko Fuse, Itsuko Miyazawa, Akiko Ohi, Kaori Nishida, Mika Kurihara, Masaya Sasaki, Naoyuki Ebine, Satoshi Sasaki, Fuminori Katsukawa, Hiroshi Maegawa

    BMJ open diabetes research & care 7 (1) e000648 2019

    DOI: 10.1136/bmjdrc-2019-000648  

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    Objective: Assessment of total energy expenditure (TEE) is essential for appropriate recommendations regarding dietary intake and physical activity in patients with and without diabetes mellitus (DM). However, few reports have focused on TEE in patients with DM, particularly in Asian countries. Therefore, we evaluated TEE in Japanese patients with DM using the doubly labeled water (DLW) method and physical activity level (PAL). Research design and methods: In this cross-sectional observational study, we evaluated 52 patients with type 2 DM and 15 patients without DM. Free-living TEE was measured over 12-16 days by the DLW method, and PAL was calculated as TEE divided by the basal metabolic rate (BMR) as assessed by indirect calorimetry. The equivalence margin was defined as 5 kcal/kg/day. Results: The numbers of patients with DM treated with insulin, oral antidiabetic drugs, and diet were 18 (34.6%), 20 (38.5%), and 14 (26.9%), respectively. The mean±SD level of glycated hemoglobin was 6.9%±0.8% and 5.5%±0.3% in the DM and non-DM group, respectively (p<0.001). The mean body mass index was 23.3±3.0 and 22.7±2.1 kg/m2 in the DM and non-DM group, respectively. The mean TEE per kilogram body weight adjusted for sex and age was 36.5 kcal/kg/day and 37.5 kcal/kg/day in the DM and non-DM group, respectively, with no significant difference (mean difference, -1.0 kcal/kg/day; 95% CI -4.2 to 2.3 kcal/kg/day). The BMR tended to be higher in the DM than in the non-DM group (mean difference, 33 kcal/day; 95% CI, -15 to 80 kcal/day). The mean PAL adjusted for sex and age was 1.71 and 1.81 in the DM and non-DM group, respectively, without a significant difference (mean difference, -0.10; 95% CI -0.21 to 0.01). Conclusion: TEE was comparable between Japanese patients with and without DM. Trial registration number: UMIN000023051.

  16. Validity of One-Day Physical Activity Recall for Estimating Total Energy Expenditure in Elderly Residents at Long-Term Care Facilities: CLinical EValuation of Energy Requirements Study (CLEVER Study). Peer-reviewed

    Yuki Nishida, Satoshi Nakae, Yosuke Yamada, Emi Kondo, Miwa Yamaguchi, Hiroyuki Shirato, Hirohiko Hirano, Satoshi Sasaki, Shigeho Tanaka, Fuminori Katsukawa

    Journal of nutritional science and vitaminology 65 (2) 148-156 2019

    DOI: 10.3177/jnsv.65.148  

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    Malnutrition is a severe problem among elderly residents living in long-term care facilities. A simple and accurate estimation for total daily energy expenditure (TEE) is required in order to provide them with an adequate amount of food. The purpose of this study was to validate a physical activity assessment tool for estimating TEE among elderly residents. The data of 58 subjects aged 69-99 y were analyzed in this study. The one-day physical activity recall was filled out by facility staff for a typical day. TEE was measured by the doubly labeled water (DLW) method (TEEDLW), and predicted by one-day physical activity recall using the basal metabolic rate (pTEEBMR) and body weight (pTEEBW). The TEEDLW, pTEEBMR and pTEEBW were 1,129±196 kcal/d, 1,186±251 kcal/d and 1,326±236 kcal/d, respectively. In a regression model, body weight, movement means and sex explained 39.0% of the variance in the difference between pTEEBMR and TEEDLW (p<0.05). Percentage of fat mass, body weight, and Barthel Index except mobility explained 47.3% of the variance in the difference between pTEEBW and TEEDLW (p<0.05). The current results suggested that pTEEBW is not recommended to estimate TEE because the error depends on body size, and pTEEBMR was significantly correlated with TEEDLW but also included systematic errors in elderly residents. In order to improve the accuracy of the present assessment to estimate TEE, it is necessary to establish a new equation of basal metabolic rate for elderly residents and consider sex and movement means to estimate TEE.

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Misc. 5

  1. 高齢者におけるエネルギー必要量の考え方と課題 Invited

    西田優紀, 田中茂穂

    公衆衛生 85 (8) 513-518 2021/08

    Publisher: 医学書院

  2. 糖尿病診療ガイドライン2019に基づいた食事療法を検証するCLEVER-DM研究より

    宮澤伊都子, 森野勝太郎, 中川恵子, 近藤慶子, 大井彰子, 西田香, 栗原美香, 中西直子, 西田優紀, 中江悟司, 山田陽介, 田中茂穂, 海老根直之, 佐々木敏, 勝川史憲, 佐々木雅也, 卯木智, 前川聡

    糖尿病(Web) 63 (Suppl) 2020

    ISSN: 1881-588X

  3. 日本医療研究開発機構(AMED)が推進する糖尿病研究の展開 介護施設居住者、COPD、糖尿病患者におけるエネルギーバランスについての研究(Studies on energy balance in nursing home residents, patients with COPD and diabetes)

    勝川 史憲, 森野 勝太郎, 卯木 智, 前川 聡, 近藤 慶子, 西田 香, 大井 彰子, 栗原 美香, 佐々木 雅也, 中江 悟司, 西田 優紀, 山田 陽介, 田中 茂穂, 海老根 直之, 佐々木 敏

    糖尿病 62 (Suppl.1) S-27 2019/04

    Publisher: (一社)日本糖尿病学会

    ISSN: 0021-437X

    eISSN: 1881-588X

  4. Studies on energy balance in nursing home residents, patients with COPD and diabetes

    勝川史憲, 森野勝太郎, 卯木智, 前川聡, 近藤慶子, 西田香, 大井彰子, 栗原美香, 佐々木雅也, 中江悟司, 西田優紀, 山田陽介, 田中茂穂, 海老根直之, 佐々木敏

    糖尿病(Web) 62 (Suppl) 2019

    ISSN: 1881-588X

  5. 糖尿病患者の身体活動量の特徴と体組成,体格との関係:日本人の食事摂取基準2020年版に向けて

    宮澤伊都子, 森野勝太郎, 布施恵子, 近藤慶子, 大井彰子, 西田香, 栗原美香, 安原祥子, 中西直子, 西田優紀, 中江悟司, 山田陽介, 田中茂穂, 海老根直之, 佐々木敏, 勝川史憲, 佐々木雅也, 卯木智, 前川聡

    糖尿病(Web) 61 (Suppl) 2018

    ISSN: 1881-588X

Books and Other Publications 2

  1. 機関誌『青淵』

    渋沢栄一記念財団 2023/03

  2. 機関誌『青淵』

    渋沢栄一記念財団 2022/02

Presentations 3

  1. 潜在クラス分析によるダイエット食品利用者の口コミパターンと満足度の関係性

    西田優紀, 新井崇弘

    IDRユーザフォーラム 2023 2023/12/11

  2. 特定保健指導前後の体重減量で期待される HbA 1c の改善効果

    西田 優紀

    第82回日本公衆衛生学会総会 2023/11/01

  3. 健康支援のための研究いろは:公開データを用いた二次分析 リアルワールドデータを活用した二次分析. Invited

    西田 優紀, 勝川 史憲

    第24回日本健康支援学会年次学術大会 2023/03/04

Research Projects 5

  1. リアルワールドデータを活用した労働生産性の予測モデルの開発

    Offer Organization: 独立行政法人日本学術振興会

    System: 科学研究費助成事業

    Category: 若手研究

    2025/04 - 2028/03

  2. 協会けんぽ加入者の高額医療費集団に特徴的な疾患群に対する効率的医療費適正化を目指した多元統括的研究

    Offer Organization: 全国健康保険協会

    System: 外部有識者を活用した委託研究事業

    2024/04 - 2027/03

  3. 栄養・食事関連メディア情報の科学的評価及び国民への影響の分析のための研究

    System: 厚生労働科学研究費補助金 循環器疾患・糖尿病等生活習慣病対策総合研究事業

    2022/04 - 2024/03

  4. 屋内測位技術を用いた施設入所高齢者の移動距離の評価とエネルギー消費量の推定 Competitive

    西田優紀

    Offer Organization: 独立行政法人日本学術振興会

    System: 科学研究費助成事業

    Category: 若手研究

    2020/04/01 - 2022/03/31

  5. 施設入所高齢者における消化吸収率と体重変化の関連性 Competitive

    西田優紀

    Offer Organization: 独立行政法人日本学術振興会

    System: 科学研究費助成事業

    Category: 研究活動スタート支援

    2019 - 2020

    More details Close

    本研究では、施設入所高齢者を対象にして、提供された食事と糞便中のエネルギーをボンブ燃焼計を用いて測定し、消化吸収率を明らかにすることを目的とする。また、施設から提供された食事を完食しているにも関わらず、意図しない体重減少を生じている施設入所高齢者(体重減少群)と体重維持・増加群の消化吸収率を比較し、体重変化と消化吸収率の関連性も検討する。

Media Coverage 3

  1. 慶大、協会けんぽのデータベース815万人分のデータに基づく現代日本人の肥満を研究

    日本経済新聞等

    2025/02

    Type: Internet

  2. 高額医療費集団169万人の全国規模データに基づく慢性疾患の併存パターンの解明-協会けんぽによる「外部有識者を活用した委託研究事業(第1期)」の成果報告-

    2023/10

    Type: Internet

  3. 高齢者カロリー不足の恐れ 厳密測定の研究で判明 体重量り食事見直しを

    共同通信社 地方紙と共同通信のよんななニュース https://www.47news.jp/localnews/medical/6273568.html

    2021/06

    Type: Newspaper, magazine