1.Multivariate Statistical Analysis of Effects of Group Activities Including Agricultural Task on Hospitalized Elderly with Dementia
Yuko TSUMAGARI ; Shigehiko KANAYA ; Atsushi KODABASHI ; Toshiyo TAMURA ; Yoshio MITSUYAMA ; Miwa TSUJI
Japanese Journal of Complementary and Alternative Medicine 2022;19(1):33-40
The aim of this study is to evaluate the effects of agricultural activity on cognitive function, physical function, motivation, activity of daily living (ADL), self-efficacy and quality of life (QOL) of hospitalized elderly with dementia using multivariate statistical analysis. Elderly with dementia performed them for 2 months that replaced with agricultural activities once a week after they performed ordinary activities for 2 months. Ordinary and agricultural activities showed higher score than control condition. Two therapies are compared by principal component analysis (PCA), correlation analysis and multiple regression analysis (MRA). From the PCA analysis, motivation, muscular strength, walking ability, and mobility ability tended to improve during agricultural activities, but there was no significant difference in cognitive function, daily life, and behavioral disorders. In the correlation analysis, walking speed, walking time, timed up and go test (TUG), and grip strength showed a high score. MRA showed that improved physical function is improved during agricultural activities, but no significant improvement in cognitive function and ADL. Therefore, it was found that agricultural activities may be useful for improving physical functions. Long-term evaluation is needed for discussing the effects on cognitive functions and ADL.
2.Relationship between 60 Items in Japanese Version of the Constitution in Chinese Medicine Questionnaire (CCMQ-J) Based on Multivariate Analysis: Estimation of Aging and BMI by CCMQ-J Scores
Akihiro YAMAMORI ; Hoko KYO ; Tomoyuki WATANABE ; Ming Huang ; Naoaki ONO ; Tetsuo SATO ; Tetsuro ABE ; Kazuo UEBABA ; Katsushi KAWABATA ; Keiho IMANISHI ; Altaf-Ul-Amin Md. ; Yanbo ZHU ; Zhaoyu DAI ; Qi WANG ; Shigehiko KANAYA ; Tomihisa OHTA ; Nobutaka SUZUKI
Japanese Journal of Complementary and Alternative Medicine 2016;13(2):43-56
Japanese version of the Constitution in Chinese Medicine Questionnaire (CCMQ-J) in Chinese consists of 60 items for 9 sub-scales called Gentleness, Qi-deficiency, Yang-deficiency, Yin-deficiency, Phlegm-wetness, Wet-heat, Blood-stasis, Qi-depression, and Special diathesis. Each question is answered by choosing one form 5 grades of a Likert scale where the grades from 1 to 5 corresponding to Never, Rarely, Sometimes, Often and Always, respectively. In the present study, we examined the relationship of scores based on 597 respondents to 60 items. We tentatively classified 60 items into 12 groups by utilizing the Ward’s hierarchical clustering method and discussed similarity of items and 9 body conditions. Body Mass Index (BMI) and age can be explained by the score of 60 items by partial least square model. Significantly high correlation coefficients between real and estimated values were obtained for BMI (0.81 for male and 0.82 for female) and age (0.82 for male and 0.83 for female). Those results indicate that the answers to the 60 items can reflect aging and BMI properties and CCMQ-J can be used to assess the situation of health for evaluating the actual aging conditions in human.
3.Examination of a Regression Model to Quantify the Severities of Low Back Pain and Lower Limb Symptoms in Patients with Lumbar Spinal Stenosis
Hayato ISHITANI ; Toshiyo TAMURA ; Shigehiko KANAYA
The Japanese Journal of Rehabilitation Medicine 2021;58(6):680-691
Objective:The Japanese Orthopaedic Association Low Back Pain Evaluation Questionnaire (JOABPEQ) consists of 25 questions, which allows for the multifaceted evaluation of patients with low back pain. In this study, we aimed to investigate whether the JOABPEQ could be used to construct a regression model to quantify low back pain, lower limb symptoms, and hip range of motion (ROM) in patients with lumbar spinal stenosis.Methods:We evaluated 115 patients with lumbar spinal stenosis scheduled to undergo surgery at our hospital. We measured the degrees of low back pain, lower leg pain, and lower leg numbness using the visual analog scale before the surgery. In addition, we measured the ROM of the hip joint during flexion, external rotation, and internal rotation. All responses of the JOABPEQ and physical function data were subjected to a partial least-squares (PLS) regression analysis.Results:Low back pain, lower limb pain, lower limb numbness, and hip ROM during flexion could each be used for significant regression models with JOABPEQ items. However, the hip ROMs during external and internal rotation could not be used for regression models with the JOABPEQ.Conclusion:On the basis of the results of the PLS regression analysis in this study, the degree of pain symptoms in patients with lumbar spinal stenosis may be quantified with the JOABPEQ items. Furthermore, the flexion angle of the hip ROM was quantified using the JOABPEQ items. The results of this study may indicate an effective means for establishing treatment plans for physical therapy.
4.¹²³I-Labeled oxLDL Is Widely Distributed Throughout the Whole Body in Mice
Atushi NAKANO ; Hidekazu KAWASHIMA ; Yoshinori MIYAKE ; Tsutomu ZENIYA ; Akihide YAMAMOTO ; Kazuhiro KOSHINO ; Takashi TEMMA ; Tetsuya FUKUDA ; Yoshiko FUJITA ; Akemi KAKINO ; Shigehiko KANAYA ; Tatsuya SAWAMURA ; Hidehiro IIDA
Nuclear Medicine and Molecular Imaging 2018;52(2):144-153
PURPOSE: Oxidized low-density lipoprotein (oxLDL) plays a key role in endothelial dysfunction, vascular inflammation, and atherogenesis. The aim of this study was to assess blood clearance and in vivo kinetics of radiolabeled oxLDL in mice.METHODS: We synthesized ¹²³I-oxLDL by the iodine monochloride method, and performed an uptake study in CHO cells transfected with lectin-like oxLDL receptor-1 (LOX-1). In addition, we evaluated the consistency between the ¹²³I-oxLDL autoradiogram and the fluorescence image of DiI-oxLDL after intravenous injection for both spleen and liver. Whole-body dynamic planar images were acquired 10 min post injection of ¹²³I-oxLDL to generate regional time-activity curves (TACs) of the liver, heart, lungs, kidney, head, and abdomen. Regional radioactivity for those excised tissues as well as the bladder, stomach, gut, and thyroid were assessed using a gamma counter, yielding percent injected dose (%ID) and dose uptake ratio (DUR). The presence of ¹²³I-oxLDL in serum was assessed by radio-HPLC.RESULTS: The cellular uptakes of ¹²³I-oxLDL were identical to those of DiI-oxLDL, and autoradiograms and fluorescence images also exhibited consistent distributions. TACs after injection of ¹²³I-oxLDL demonstrated extremely fast kinetics. The radioactivity uptake at 10 min postinjection was highest in the liver (40.8 ± 2.4% ID). Notably, radioactivity uptake was equivalent throughout the rest of the body (39.4 ± 2.7% ID). HPLC analysis revealed no remaining ¹²³I-oxLDL or its metabolites in the blood.CONCLUSION: ¹²³I-OxLDL was widely distributed not only in the liver, but also throughout the whole body, providing insight into the pathophysiological effects of oxLDL.
Abdomen
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Animals
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Atherosclerosis
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CHO Cells
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Chromatography, High Pressure Liquid
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Cricetinae
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Fluorescence
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Head Kidney
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Heart
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Inflammation
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Injections, Intravenous
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Iodine
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Kinetics
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Lipoproteins
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Liver
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Lung
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Methods
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Mice
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Radioactivity
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Spleen
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Stomach
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Thyroid Gland
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Urinary Bladder
5.¹²³I-Labeled oxLDL Is Widely Distributed Throughout the Whole Body in Mice
Atushi NAKANO ; Hidekazu KAWASHIMA ; Yoshinori MIYAKE ; Tsutomu ZENIYA ; Akihide YAMAMOTO ; Kazuhiro KOSHINO ; Takashi TEMMA ; Tetsuya FUKUDA ; Yoshiko FUJITA ; Akemi KAKINO ; Shigehiko KANAYA ; Tatsuya SAWAMURA ; Hidehiro IIDA
Nuclear Medicine and Molecular Imaging 2018;52(2):144-153
PURPOSE:
Oxidized low-density lipoprotein (oxLDL) plays a key role in endothelial dysfunction, vascular inflammation, and atherogenesis. The aim of this study was to assess blood clearance and in vivo kinetics of radiolabeled oxLDL in mice.
METHODS:
We synthesized ¹²³I-oxLDL by the iodine monochloride method, and performed an uptake study in CHO cells transfected with lectin-like oxLDL receptor-1 (LOX-1). In addition, we evaluated the consistency between the ¹²³I-oxLDL autoradiogram and the fluorescence image of DiI-oxLDL after intravenous injection for both spleen and liver. Whole-body dynamic planar images were acquired 10 min post injection of ¹²³I-oxLDL to generate regional time-activity curves (TACs) of the liver, heart, lungs, kidney, head, and abdomen. Regional radioactivity for those excised tissues as well as the bladder, stomach, gut, and thyroid were assessed using a gamma counter, yielding percent injected dose (%ID) and dose uptake ratio (DUR). The presence of ¹²³I-oxLDL in serum was assessed by radio-HPLC.
RESULTS:
The cellular uptakes of ¹²³I-oxLDL were identical to those of DiI-oxLDL, and autoradiograms and fluorescence images also exhibited consistent distributions. TACs after injection of ¹²³I-oxLDL demonstrated extremely fast kinetics. The radioactivity uptake at 10 min postinjection was highest in the liver (40.8 ± 2.4% ID). Notably, radioactivity uptake was equivalent throughout the rest of the body (39.4 ± 2.7% ID). HPLC analysis revealed no remaining ¹²³I-oxLDL or its metabolites in the blood.
CONCLUSION
¹²³I-OxLDL was widely distributed not only in the liver, but also throughout the whole body, providing insight into the pathophysiological effects of oxLDL.
6.Data Analysis of Health-related Information of Kurobe Local Resident by Constitution Theory of Traditional Chinese Medicine
Hoko KYO ; Kazuo UEBABA ; Yanbo ZHU ; Qi WANG ; Nobutaka SUZUKI ; Shigehiko KANAYA
Japanese Journal of Complementary and Alternative Medicine 2020;17(2):145-153
With the cooperation of Kurobe City, we conducted a basic survey using the nine classification of constitution and an intervention survey using a constitutional guidance program. The basic survey was conducted by the Kurobe group (Kurobe River alluvial fan spring water drinker n=155, 60.6±10.4 years old) and the non-Kurobe group (normal tap water drinker n=99, 50.7±12.8 living in the Hokuriku region without Kurobe City). A total of three surveys were conducted using the constitution Questionnaire (CCMQ-J). As a result, the Gentleness type, which is usually called the healthy constitution, was clearly higher in the Kurobe group, with 44.6 % in the Kurobe group and 22.5 % in the non-Kurobe group. In the proportion of each biased constitution(Mibyo constitution), the Kurobe group had less Wet-heat type (4.5 % vs 11.8 %), Qi-depression type (5.4 % vs 10.7 %), Yin-deficiency type (7.1 % vs 12.3 %) , and Phlegm-wetness type (5.8 % vs 9.6 %) than the non-Kurobe group. After the basic survey was completed, the Kurobe group was randomly divided into two groups, an intervention group (n=65, 62.3±9.3 years old) and a non-intervention group (n=68, 62.7±9.8 years old), and compared with the non-Kurobe group (control group) (n=80, 51.9±13.6 years old). The survey design was a simple comparative study, and the primary endpoint was a comparative study of changes in constitutional scores before and after intervention. As a result, in the Yang-deficiency type, a significant difference was observed between the intervention group, the non-intervention group and the control group at the first time after the intervention (One-way ANOVA p=0.04). No change was seen in the second survey after the intervention. In the comparison of Phlegm-wetness type between the three groups, there was a tendency in the amount of change in the constitutional score (One-way ANOVA p=0.087). From the above, it was suggested that the constitutional survey can not only grasp the health and the pre-symptomatic state, but also improve the pre-symptomatic by combining the guidance methods according to the constitution.
7.A Cross-sectional Study on the Association between the Constitution in Chinese Medicine and the risk factors of Lifestyle Diseases
Saki TOKUDA-KAKUTANI ; Hiroki TANAKA ; Satoshi NAKAMURA ; Norihito MURAYAMA ; Hoko KYO ; Kazuo UEBABA ; Nobutaka SUZUKI ; Shigehiko KANAYA
Japanese Journal of Complementary and Alternative Medicine 2019;16(2):95-104
We examined the association of 9 types of the Constitution in Chinese Medicine and body mass index (BMI) and/or the energy intake, which are considered to relate with lifestyle diseases. We obtained data on the Constitution in Chinese Medicine Questionnaire, height, weight, a Food Frequency Questionnaire, age, and exercise habits from 729 subjects through the Internet. We performed multiple comparison tests on the BMIs, the energy intake or the adjusted energy intake for age, height, weight, and exercise habits between types of the Constitution in Chinese Medicine. In women, the BMIs were not significantly different between personality types of the Constitution in Chinese Medicine. In men, the BMI of the yang-deficiency group was significantly lower than the ones of the gentleness, qi-deficiency, or phlegm-dampness groups (p = 0.0098, 0.029, or 0.040, respectively). No significant relationship was found between energy intake or adjusted energy intake and types of the Constitution in Chinese Medicine in men or women. Further studies are required to determine whether the Constitution in Chinese Medicine are useful for reducing risk factors for lifestyle diseases.
8.Evaluation and Interpretation of 9 Body Constitution Scores of CCMQ-J by Seven Independent Questionnaires
Guang SHI ; Hoko KYO ; Toshihiro KAWASAKI ; Shigehiko KANAYA ; Mariko SATO ; Saki TOKUDA-KAKUTANI ; Hiroshi WATANABE ; Norihito MURAYAMA ; Minako OHASHI ; Md ALTAF-UL-AMIN ; Naoaki ONO ; Hiroki TANAKA ; Satoshi NAKAMURA ; Kazuo UEBABA ; Nobutaka SUZUKI ; Ming HUANG
Japanese Journal of Complementary and Alternative Medicine 2019;16(2):79-93
In this study, we proposed an approach to interpret the classification of body constitution based on the Japanese Version of Constitution in Chinese Medicine Questionnaire (CCMQ-J) in terms of an augmented questionnaire combining seven independent questionnaires. The augmented questionnaire consists of 254 questions in terms of seven categories of attributes, which are the (i) basic information (BI), (ii) disease (DI), (iii) social factors (SO), (iv) mental factors (ME), (v) dietary habits (DH), (vi) sleeping state (SL), and (vii) sub-health (SH). The partial least square (PLS) regression has been adopted to model the correlations between the scores of body constitutions and the questions, and their results show that the body constitution can be represented by the linear combination of the questions substantially (correlation coefficients between the true and predicted constitutions are all above 0.7). Moreover, by using the crowdsourcing technique in data collection, a total of 851 samples (350 males and 501 females between 20 and 85 years old) samples with diverse geographical backgrounds in Japan have been collected, from which new medical implications have been extracted through the discussion in a Traditional Chinese Medicine standpoint. This study serves as a crucial step for validating the philosophy of ancient Chinese medicine by the state-of-the-art information science techniques and facilitating the use of the CCMQ-J in public healthcare.
9.Determination of Optimum Number of Groups on the Crowdsourcing Survey in Japanese People Interpreted by Physical Constitution Defined by CCMQ-J
Mariko SATO ; Toshihiro KAWASAKI ; Ming HUANG ; Hoko KYO ; Naoaki ONO ; Ryouhei EGUCHI ; Md. ALTAF-UL-AMIN ; Saki TOKUDA-KAKUTANI ; Hiroshi WATANABE ; Norihito MURAYAMA ; Satoshi NAKAMURA ; Shiori YAMAGUCHI ; Hiroki TANAKA ; Shigehiko KANAYA ; Yanbo ZHU ; Zhaoyu DAI ; Qi WANG ; Kazuo UEBABA ; Nobutaka SUZUKI
Japanese Journal of Complementary and Alternative Medicine 2019;16(2):105-112
Chinese Medicine Questionnaire (CCMQ-J) consists of sixty independent questionnaires and 9 physical constitutions called subscales. One type is balanced constitution (i.e., gentleness), and the following eight types represent unbalanced constitution: Qi-deficiency constitution, Yang-deficiency constitution, Yin-deficiency constitution, Phlegm-dampness constitution, Damp-heat constitution, Stagnant Blood constitution, Stagnant Qi constitution, and Inherited Special constitution. In this study, we proposed to determine optimal number of groups in 851 participants recruited from crowdsourcing answered CCMQ-J questionnaire consisting of 60 questions. In the present study, we applied k-means clustering with gap statistics to the questionnaire data and the number of optimal groups was estimated by five. The five groups are mainly characterized by 3 subscales in CCMQ-J, i.e. (i) two subscales corresponding to Yang-deficiency and Qi-depress, (ii) three subscales corresponding to gentleness, Yang-deficiency and Qi-depress (iii) Yang-deficiency, (iv) gentleness, and (v) Qi-depress. In the crowdsourcing survey, two subscales, Yang-deficient and Qi-depress are the most frequently occurred in current Japanese people.
10.Data Intensive Study of Accessibility of Edible Species and Healthcare Across the Globe
Satoshi WATANABE ; Hoko KYO ; KANG LIU ; Ryohei EGUCHI ; Md. ALTAF-UL-AMIN ; Aki MORITA(HIRAI) ; Minako OHASHI ; Naoaki ONO ; Alex Ming HUANG ; Yanbo ZHU ; Qi WANG ; Zhaoyu DAI ; Yukiko NAKAMURA ; Klaus W. LANGE ; Kazuo UEBABA ; Shintaro HASHIMOTO ; Shigehiko KANAYA ; Nobutaka SUZUKI
Japanese Journal of Complementary and Alternative Medicine 2018;15(1):37-60
Variety of accessibility to edible species in different regions has climatic and historical roots. In the present study, we try to systematically analyze 28,064 records of relationships between 11,752 edible species and 228 geographic zones by hierarchical clustering. The 228 geographic regions were classified into 11 super groups named as A to K, which were further divided into 39 clusters (CLs). Of them, at least one member of each of 28 CLs is associated to 20 or more edible species according to present information of KNApSAcK DB (http://kanaya.naist.jp/KNApSAcK_World/top.jsp). We examined those 28 CLs and found that majority of the members of each of the 27 CLs (96%) have specific type of climate. Diversity of accessibility to edible species makes it possible to separate 8 geographic regions on continental landmasses namely Mediterraneum, Baltic Sea, Western Europe, Yucatan Peninsula, South America, Africa and Arabian Peninsula, Southeast Asia, and Arctic Ocean; and three archipelagos namely, Caribbean Islands, Southeast Asian Islands and Pacific Islands. In addition, we also examined clusters based on cultural exchanges by colonization and migration and mass movement of people and material by modern transportation and trades as well as biogeographic factors. The era of big data science or data intensive science make it possible to systematically understand the content in huge data and how to acquire suitable data for specific purposes. Human healthcare should be considered on the basis of culture, climate, accessibility of edible foods and preferences, and based on molecular level information of genome and digestive systems.