98 results on '"Shun HASEGAWA"'
Search Results
2. HeartLogic multisensor algorithm response prior to ventricular arrhythmia events
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Shohei Kataoka, Yuta Morioka, Miwa Kanai, Kyoichiro Yazaki, Shun Hasegawa, Satoshi Higuchi, Daigo Yagishita, Morio Shoda, and Junichi Yamaguchi
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cardiac resynchronization therapy defibrillator ,heart failure ,ventricular arrhythmia ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Published
- 2023
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3. Impact of fracture‐prone implantable cardioverter defibrillator leads on long‐term patient mortality
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Toshiharu Koike, Morio Shoda, Koichiro Ejima, Daigo Yagishita, Atsushi Suzuki, Shun Hasegawa, Shohei Kataoka, Kyoichiro Yazaki, Satoshi Higuchi, Miwa Kanai, and Junichi Yamaguchi
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advisory lead ,implantable cardioverter‐defibrillator lead ,lead failure ,Linox ,mortality ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Abstract Background The long‐term relationship between fracture‐prone implantable cardioverter‐defibrillator (ICD) leads and poor prognosis remains unclear in Japanese patients. Methods We conducted a retrospective review of the records of 445 patients who underwent implantation of advisory/Linox leads (Sprint Fidelis, 118; Riata, nine; Isoline, 10; Linox S/SD, 45) and non‐advisory leads (Endotak Reliance, 33; Durata, 199; Sprint non‐Fidelis, 31) between January 2005 and June 2012 at our hospital. The primary outcomes were all‐cause mortality and ICD lead failure. The secondary outcomes were cardiovascular mortality, heart failure (HF) hospitalization, and the composite outcome of cardiovascular mortality and HF hospitalization. Results During the follow‐up period (median, 8.6 [4.1–12.0] years), there were 152 deaths: 61 (34%) in patients with advisory/Linox leads and 91 (35%) in those with non‐advisory leads. There were 32 ICD lead failures: 27 (15%) in patients with advisory/Linox leads and five (2%) in those with non‐advisory leads. Multivariate analysis for ICD lead failure demonstrated that the advisory/Linox leads had a 6.65‐fold significantly greater risk of ICD lead failure than non‐advisory leads. Congenital heart disease (hazard ratio 2.51; 95% confidence interval 1.08–5.83; p = .03) could also independently predict ICD lead failure. Multivariate analysis for all‐cause mortality demonstrated no significant association between advisory/Linox leads and all‐cause mortality. Conclusions Patients who have implanted fracture‐prone ICD leads should be carefully followed up for ICD lead failure. However, these patients have a long‐term survival rate comparable with that of patients with non‐advisory ICD leads in Japanese patients.
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- 2023
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4. Diagnostic accuracy and clinical usefulness of erythrocyte creatine content to predict the improvement of anaemia in patients receiving maintenance haemodialysis
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Ohki Hayashi, Seishi Nakamura, Tetsuro Sugiura, Shun Hasegawa, Yoshiaki Tsuka, Nobuyuki Takahashi, Sanae Kikuchi, Koichiro Matsumura, Toshika Okumiya, Masato Baden, and Ichiro Shiojima
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Erythrocyte creatine content ,Erythropoiesis stimulating agent ,Erythropoietin resistance ,Haemodialysis ,Renal anaemia ,Diseases of the genitourinary system. Urology ,RC870-923 - Abstract
Abstract Background The improvement of anaemia over time by erythropoiesis stimulating agent (ESA) is associated with better survival in haemodialysis patients. We previously reported that erythrocyte creatine content, a marker of erythropoietic capacity, was a reliable marker to estimate the effectiveness of ESA. The aim of this study was to examine the accuracy and clinical usefulness of erythrocyte creatine content to predict the improvement of anaemia in haemodialysis patients. Methods ESA dose was fixed 3 months prior to the enrollment and was maintained throughout the study period. Erythrocyte creatine content and haematologic indices were measured at baseline in 92 patients receiving maintenance haemodialysis. Haemoglobin was also measured 3 months after. Improvement of anaemia was defined as ≥ 0.8 g/dL change in haemoglobin from baseline to 3 months. Results Erythrocyte creatine content was significantly higher in 32 patients with improvement of anaemia compared to 60 patients with no improvement of anaemia (2.47 ± 0.74 vs. 1.57 ± 0.49 μmol/gHb, P = 0.0001). When 9 variables (erythrocyte creatine content, ESA dose, reticulocyte, haptoglobin, haemoglobin at baseline, serum calcium, intact parathyroid hormone, transferrin saturation and serum ferritin) were used in the multivariate logistic regression analysis, erythrocyte creatine emerged as the most important variable associated with the improvement of anaemia (P = 0.0001). The optimal cut-off point of erythrocyte creatine content to detect the improvement of anaemia was 1.78 μmol/gHb (Area under the curve: 0.86). Sensitivity and specificity of erythrocyte creatine content to detect the improvement of anaemia were 90.6% and 83.3%. Conclusion Erythrocyte creatine content is a reliable marker to predict the improvement of anaemia 3 months ahead in patients receiving maintenance haemodialysis.
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- 2023
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5. Measuring the Potential Economic Impact of a Japan–US Free Trade Agreement: Can It Enable the US to Eliminate Its Trade Deficit in Goods with Japan?
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Shun Hasegawa, Hirokazu Akahori, Daisuke Sawauchi, and Yasutaka Yamamoto
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free trade agreement ,trade deficit in goods ,gtap model ,Social Sciences - Abstract
Japan and the US are two major global trading partners that have at times been at odds regarding each other’s international trade policies. In particular, the ongoing US trade deficit in goods with Japan has been one of the primary disputes between Japan and the US. However, the recent withdrawal of the US from the Trans-Pacific Partnership (TPP) sent a clear signal that the US would take a new approach to international trade issues and has potentially paved the way for a bilateral free trade agreement (FTA) with the remaining TPP countries, including Japan. This paper contributes to the debate on the potential economic impact of a Japan–US FTA (JUFTA) by evaluating whether it could enable the US to eliminate its trade deficit in goods with Japan. To do this, we measure the potential impact of a JUFTA using a dynamic Global Trade Analysis Project (GTAP) model. We find that a JUFTA is unlikely to enable the US to eliminate its trade deficit in goods with Japan, although the deficit will certainly decrease as a result.
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- 2022
6. Economic Impact of the Japan–China–USA Free Trade Agreement on Japan using both Static and Dynamic GTAP Models
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Hirokazu Akahori, Shun Hasegawa, Daisuke Sawauchi, and Yasutaka Yamamoto
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free trade agreement ,japan ,global trade analysis project ,cge ,Social Sciences - Abstract
The Japanese government has been actively involved in so-called mega Free Trade Agreements (FTAs). The purpose of this paper is to measure the potential impact of the Japan–China–USA Free Trade Agreement (JCUFTA) on Japan; in particular, on the Japanese agricultural sector using static and dynamic GTAP models. When tariffs are eliminated between Japan, the USA and China, the GDPs of the three countries will all increase, but the impact on the GDPs of the three countries is less than 1% in both static and dynamic models. The results also show that the total value of agricultural production in Japan is expected to decline by more than 10%.
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- 2021
7. Evaluation of recombinant human erythropoietin responsiveness by measuring erythrocyte creatine content in haemodialysis patients
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Shun Hasegawa, Seishi Nakamura, Tetsuro Sugiura, Yoshiaki Tsuka, Nobuyuki Takahashi, Koichiro Matsumura, Toshika Okumiya, Masato Baden, and Ichiro Shiojima
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Erythrocyte creatine ,Erythropoiesis ,Erythropoiesis stimulating agent ,Haemodialysis ,Renal anaemia ,Diseases of the genitourinary system. Urology ,RC870-923 - Abstract
Abstract Background One of the main causes of anaemia in patients with end-stage renal disease is relative deficiency in erythropoietin production. Eythropoiesis stimulating agent (ESA), a potent haematopoietic growth factor, is used to treat anaemia in haemodialysis patients. The effect of ESA is usually assessed by haematological indices such as red blood cell count, haemoglobin concentration and haematocrit, but erythrocyte indices do not provide information of the rapid change in erythropoietic activity. As erythrocyte creatine directly assess erythropoiesis, the aim of this study was to evaluate the effect of ESA in haemodialysis patients by measuring the erythrocyte creatine content. Methods ESA dose was fixed 3 months prior to the enrollment and was maintained throughout the entire study period. Erythrocyte creatine was measured with haematologic indices in 83 haemodialysis patients. Haemoglobin was also measured 3 months after. Results ESA dose (152.4 ± 62.9 vs. 82.2 ± 45.5 units/kg/week, P = 0.0001) and erythrocyte creatine (2.07 ± 0.73 vs. 1.60 ± 0.41 μmol/gHb, p = 0.0003) were significantly higher in 27 patients with haemoglobin 0.1 g/dL) was observed in 37 patients, whereas haemoglobin did not increase in 46 patients. Erythrocyte creatine levels were significantly higher in those patients with an increase in haemoglobin compared to those without (2.04 ± 0.64 vs. 1.52 ± 0.39 μmol/gHb, p
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- 2021
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8. Determination of the Dzyaloshinskii-Moriya interaction using pattern recognition and machine learning
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Masashi Kawaguchi, Kenji Tanabe, Keisuke Yamada, Takuya Sawa, Shun Hasegawa, Masamitsu Hayashi, and Yoshinobu Nakatani
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Materials of engineering and construction. Mechanics of materials ,TA401-492 ,Computer software ,QA76.75-76.765 - Abstract
Abstract Machine learning is applied to a large number of modern devices that are essential in building an energy-efficient smart society. Audio and face recognition are among the most well-known technologies that make use of such artificial intelligence. In materials research, machine learning is adapted to predict materials with certain functionalities, an approach often referred to as materials informatics. Here, we show that machine learning can be used to extract material parameters from a single image obtained in experiments. The Dzyaloshinskii–Moriya (DM) interaction and the magnetic anisotropy distribution of thin-film heterostructures, parameters that are critical in developing next-generation storage class magnetic memory technologies, are estimated from a magnetic domain image. Micromagnetic simulation is used to generate thousands of random images for training and model validation. A convolutional neural network system is employed as the learning tool. The DM exchange constant of typical Co-based thin-film heterostructures is studied using the trained system: the estimated values are in good agreement with experiments. Moreover, we show that the system can independently determine the magnetic anisotropy distribution, demonstrating the potential of pattern recognition. This approach can considerably simplify experimental processes and broaden the scope of materials research.
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- 2021
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9. Exploration of Long-Life Pt/Heteroatom-Doped Graphene Catalysts in Hydrogen Atmosphere
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Shun Hasegawa, Yuji Kunisada, and Norihito Sakaguchi
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Chemistry ,QD1-999 - Published
- 2019
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10. WARABI Hand: Five-fingered Robotic Hand with Flexible Skin and Force Sensors for Social Interaction.
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Aoi Nakane, Iori Yanokura, Shun Hasegawa, Naoya Yamaguchi, Kunio Kojima, Kei Okada, and Masayuki Inaba
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- 2024
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11. Designing Fluid-Exuding Cartilage for Biomimetic Robots Mimicking Human Joint Lubrication Function.
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Akihiro Miki, Yuta Sahara, Kazuhiro Miyama, Shunnosuke Yoshimura, Yoshimoto Ribayashi, Shun Hasegawa, Kento Kawaharazuka, Kei Okada, and Masayuki Inaba
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- 2024
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12. Waterproof Soft Robot Hand with Variable Stiffness Wire-driven Finger Mechanism Using Low Melting Point Alloy for Contact Pressure Distribution and Concentration.
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Toshinori Hirose, Shingo Kitagawa, Shun Hasegawa, Yohei Kakiuchi, Kei Okada, and Masayuki Inaba
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- 2022
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13. Design of a Five-Fingered Hand with Full-Fingered Tactile Sensors Using Conductive Filaments and Its Application to Bending after Insertion Motion.
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Kazuhiro Miyama, Shun Hasegawa, Kento Kawaharazuka, Naoya Yamaguchi, Kei Okada, and Masayuki Inaba
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- 2022
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14. GraspFusion: Realizing Complex Motion by Learning and Fusing Grasp Modalities with Instance Segmentation.
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Shun Hasegawa, Kentaro Wada, Shingo Kitagawa, Yuto Uchimi, Kei Okada, and Masayuki Inaba
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- 2019
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15. A Gripper for Object Search and Grasp Through Proximity Sensing.
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Naoya Yamaguchi, Shun Hasegawa, Kei Okada, and Masayuki Inaba
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- 2018
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16. Multi-Stage Learning of Selective Dual-Arm Grasping Based on Obtaining and Pruning Grasping Points Through the Robot Experience in the Real World.
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Shingo Kitagawa, Kentaro Wada, Shun Hasegawa, Kei Okada, and Masayuki Inaba
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- 2018
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17. Detecting and Picking of Folded Objects with a Multiple Sensor Integrated Robot Hand.
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Shun Hasegawa, Kentaro Wada, Kei Okada, and Masayuki Inaba
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- 2018
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18. Daily Assistive Robot Uses a Bag for Carrying Objects with Pre-contact Sensing Gripper.
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Naoya Yamaguchi, Shun Hasegawa, Kei Okada, and Masayuki Inaba
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- 2018
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19. A three-fingered hand with a suction gripping system for picking various objects in cluttered narrow space.
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Shun Hasegawa, Kentaro Wada, Yusuke Niitani, Kei Okada, and Masayuki Inaba
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- 2017
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20. Japanese Sentence Compression with a Large Training Dataset.
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Shun Hasegawa, Yuta Kikuchi, Hiroya Takamura, and Manabu Okumura
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- 2017
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21. CO2 concentration and water availability alter the organic acid composition of root exudates in native Australian species
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Shun Hasegawa, Megan H. Ryan, and Sally A. Power
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Cluster roots ,Hakea sericea ,Carboxylates ,Exudation ,Botany ,Soil Science ,Microlaena stipoides ,Phosphorus ,Botanik ,Plant Science - Abstract
Purpose Root exudation of organic acids (OAs) facilitates plant P uptake from soil, playing a key role in rhizosphere nutrient availability. However, OA exudation responses to CO2 concentrations and water availability remain largely untested. Methods We examined the effects of CO2 and water on OA exudates in three Australian woodland species: Eucalyptus tereticornis, Hakea sericea and Microlaena stipoides. Seedlings were grown in a glasshouse in low P soil, exposed to CO2 (400 ppm [aCO2] or 540 ppm [eCO2]) and water treatments (100% water holding capacity [high-watered] or 25–50% water holding capacity [low-watered]). After six weeks, we collected OAs from rhizosphere soil (OArhizo) and trap solutions in which washed roots were immersed (OAexuded). Results For E. tereticornis, the treatments changed OArhizo composition, driven by increased malic acid in plants exposed to eCO2 and increased oxalic acid in low-watered plants. For H. sericea, low-watered plants had higher OAexuded per plant (+ 116%) and lower OArhizo per unit root mass (–77%) associated with larger root mass but fewer cluster roots. For M. stipoides, eCO2 increased OAexuded per plant (+ 107%) and per unit root mass (+ 160%), while low-watered plants had higher citric and lower malic acids for OArhizo and OAexuded: changes in OA amounts and composition driven by malic acid were positively associated with soil P availability under eCO2. Conclusion We conclude that eCO2 and altered water availability shifted OAs in root exudates, modifying plant–soil interactions and the associated carbon and nutrient economy.
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- 2023
22. Optimal Online Algorithms for the Multi-objective Time Series Search Problem.
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Shun Hasegawa and Toshiya Itoh
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- 2016
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23. Lead switching to resolve undersensing of ventricular tachycardia by a cardiac resynchronization therapy defibrillator
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Shohei Kataoka, Daigo Yagishita, Kyoichiro Yazaki, Shun Hasegawa, Miwa Kanai, Koichiro Ejima, and Morio Shoda
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General Medicine ,Cardiology and Cardiovascular Medicine - Published
- 2022
24. OsCERK2/OsRLK10, a homolog of OsCERK1, has a potential role for chitin-triggered immunity and arbuscular mycorrhizal symbiosis in rice
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Kana, Miyata, Shun, Hasegawa, Emi, Nakajima, Yoko, Nishizawa, Kota, Kamiya, Hirotaka, Yokogawa, Subaru, Shirasaka, Shingo, Maruyama, Naoto, Shibuya, and Hanae, Kaku
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Original Paper ,Plant Science ,Agronomy and Crop Science ,Biotechnology - Abstract
In rice, the lysin motif (LysM) receptor-like kinase OsCERK1, originally identified as the essential molecule for chitin-triggered immunity, plays a key role in arbuscular mycorrhizal (AM) symbiosis. As we previously reported, although AM colonization was largely repressed at 2 weeks after inoculation (WAI), arbuscules were observed at 5 WAI in oscerk1 mutant. Conversely, most mutant plants that defect the common symbiosis signaling pathway exhibited no arbuscule formation. Concerning the reason for this characteristic phenotype of oscerk1, we speculated that OsRLK10, which is a putative paralog of OsCERK1, may have a redundant function in AM symbiosis. The protein sequences of these two genes are highly conserved and it is estimated that the gene duplication occurred 150 million years ago. Here we demonstrated that OsCERK2/OsRLK10 induced AM colonization and chitin-triggered reactive oxygen species production in oscerk1 knockout mutant as similar to OsCERK1. The oscerk2 mutant showed a slight but significant reduction of AM colonization at 5 WAI, indicating the contribution of OsCERK2 for AM symbiosis. However, the oscerk2;oscerk1 double-knockout mutant produced arbuscules at 5 WAI as similar to the oscerk1 mutant, indicating that the redundancy of OsCERK1 and OsCERK2 did not explain the mycorrhizal colonization in oscerk1 at 5 WAI. These results indicated that OsCERK2 has a potential to regulate both chitin-triggered immunity and AM symbiosis and at least partially contributes to AM symbiosis in rice though the contribution of OsCERK2 appears to be weaker than that of OsCERK1.
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- 2022
25. A spatial microbial competition mechanism of soil carbon persistence
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Oskar Franklin, Mark T.L. Bonner, Shun Hasegawa, and Torgny Näsholm
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Here we present a novel model supplementing existing theories of soil organic matter (SOM) decomposition, based on evolutionary-ecological principles rather than chemical or physical limitations to decomposition. We argue that decomposition of some substrates, in particular nitrogen-rich non-hydrolyzable matter (NHLS), may be constrained by spatial competition from opportunists (Bonner et al., 2022). Our model is based on two linked hypotheses: (1) From an evolutionary point of view, microbes should optimise their enzyme production to maximise the net fitness gain (F), and they should only decompose NHLS if the uptake of decomposition products (S) brings a net fitness gain (F > 0) in terms of growth minus costs of enzyme production. (2) F strongly depends on the fraction of decomposition products absorbed by the decomposer, i.e. the return on enzyme investment, which depends on the distance to the substrate and the competition from opportunistic bacteria. A minimum ‘safe’ distance for oxidative decomposition is included, based on the idea that cost of oxidative stress to the decomposer will surpass potential gain from decomposition when the activity is too close. Although the model predictions have not been tested directly against observations, they provide proof-of-concept that substrate can be spared decomposition and accumulate even when it is physically and chemically accessible. Due to the spatial competition effect, it is not profitable for either bacteria or decomposer fungi to decompose NHLS under certain conditions. Our framework can help explain a variety of SOM dynamics, including priming and the suppression of decomposition by nitrogen addition. ReferenceBonner MTL, Franklin O, Hasegawa S, Näsholm T. 2022. Those who can don't want to, and those who want to can't: An eco-evolutionary mechanism of soil carbon persistence. Soil Biology and Biochemistry 174: 108813.
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- 2023
26. Impact of <scp>fracture‐prone</scp> implantable cardioverter defibrillator leads on <scp>long‐term</scp> patient mortality
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Toshiharu Koike, Morio Shoda, Koichiro Ejima, Daigo Yagishita, Atsushi Suzuki, Shun Hasegawa, Shohei Kataoka, Kyoichiro Yazaki, Satoshi Higuchi, Miwa Kanai, and Junichi Yamaguchi
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Cardiology and Cardiovascular Medicine - Published
- 2023
27. Construction of a Basic System for Research on Housework Assistance Robots through the Realization of Bento-serving Behavior as a Task That Requires Dialogue and Tool Use
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Miyabi TANEMOTO, Shun HASEGAWA, Kei OKADA, and Masayuki INABA
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- 2022
28. Revegetation through seeding or planting : a worldwide systematic map
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Alba Lázaro-González, Enrique Andivia, Arndt Hampe, Shun Hasegawa, Raffaella Marzano, Ana M.C. Santos, Jorge Castro, Alexandro B. Leverkus, and UAM. Departamento de Ecología
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Nursery ,Environmental Engineering ,Seedling ,Botany ,Forestry ,General Medicine ,Botanik ,Management, Monitoring, Policy and Law ,Reforestation, Sowing, Seedling, Nursery, Forestry, UN Decade on ecosystem restoration ,Biología y Biomedicina / Biología ,UN Decade on ecosystem restoration ,UN Decade On Ecosystem Restoration ,Reforestation ,Waste Management and Disposal ,Sowing - Abstract
Roughly 2 billion ha of land are degraded and in need of ecological restoration worldwide. Active restoration frequently involves revegetation, which leads to the dilemma of whether to conduct direct seeding or to plant nursery-grown seedlings. The choice of revegetation method can regulate plant survival and performance, with economic implications that ultimately feed back to our capacity to conduct restoration. We followed a peerreviewed protocol to develop a systematic map that collates, describes and catalogues the available studies on how seeding compares to planting in achieving restoration targets. We compiled a database with the characteristics of all retrieved studies, which can be searched to identify studies of particular locations and habitats, objectives of restoration, plant material, technical aspects, and outcomes measured. The search was made in eight languages and retrieved 3355 publications, of which 178 were retained. The systematic map identifies research gaps, such as a lack of studies in the global South, in tropical rainforests, and covering a long time period, which represent opportunities to expand field-based research. Additionally, many studies overlooked reporting on important technical aspects such as seed provenance and nursery cultivation methods, and others such as watering or seedling protection were more frequently applied for planting than for seeding, which limits our capacity to learn from past research. Most studies measured outcomes related to the target plants but avoided measuring general restoration outcomes or economic aspects. This represents a relevant gap in research, as the choice of revegetation method is greatly based on economic aspects and the achievement of restoration goals goes beyond the establishment of plants. Finally, we identified a substantial volume of studies conducted in temperate regions and over short periods (0–5 y). This research cluster calls for a future in-depth synthesis, potentially through meta-analysis, to reveal the overall balance between seeding and planting and assess whether the response to this question is mediated by species traits, environmental characteristics, or technical aspects. Besides identifying research clusters and gaps, the systematic map database allows managers to find the most relevant scientific literature on the appropriateness of seeding vs. planting for particular conditions, such as certain species or habitats., Spanish Ministerio de Ciencia, Innovacion y Universidades/FEDER RTI 2018-096187-J-100 RYC 2020-029407-I, Ministry of Science and Innovation, Spain (MICINN) TED2021.130976 B.I00, Consejeria de Economia, Conocimiento, Empresas y Universidad de la Junta de Andalucia/FEDER P18-RT-1927, Universidad de Granada / CBUA
- Published
- 2023
29. Miniature Tangible Cube: Concept and Design of Target-Object-Oriented User Interface for Dual-Arm Telemanipulation
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Shun Hasegawa, Naoya Yamaguchi, Kei Okada, Masayuki Inaba, and Shingo Kitagawa
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Control and Optimization ,Finite-state machine ,Computer science ,Mechanical Engineering ,Biomedical Engineering ,ComputerApplications_COMPUTERSINOTHERSYSTEMS ,Object (computer science) ,Robot end effector ,Computer Science Applications ,law.invention ,Human-Computer Interaction ,Artificial Intelligence ,Control and Systems Engineering ,Human–computer interaction ,law ,Control system ,Teleoperation ,Robot ,Computer Vision and Pattern Recognition ,User interface ,Object-oriented user interface - Abstract
In recent years, there has been a great deal of research on teleoperation of robots, and many end-effector-oriented control systems have been proposed, but these systems have difficulties in performing manipulation tasks with physical contacts between the target object, the robot, and the environment, such as dual-arm manipulation, because these systems can only express the end-effectors’ pose and force commands. In this study, we propose Target-object-oriented User Interface (TOOUI) that focuses on the target object rather than the end effectors of the robot, and develop a tangible device called Miniature Tangible Cube as a TOOUI. Through this device, the pilot can express the target orientation and contact state of the target object, and the robot can be teleoperated to do dual-arm manipulation tasks with geometric and physical constraints. For dual-arm manipulation tasks, we also implement a dual-arm telemanipulation system with the Miniature Tangible Cube using the motion planner based on state machine. In the experiments, we evaluated our system with the Miniature Tangible Cube by conducting dual-arm manipulation tasks with the dual-arm robot PR2 in the real world.
- Published
- 2021
30. Diagnostic accuracy and clinical usefulness of erythrocyte creatine content to predict the improvement of anaemia in patients receiving maintenance haemodialysis
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Ohki, Hayashi, Seishi, Nakamura, Tetsuro, Sugiura, Shun, Hasegawa, Yoshiaki, Tsuka, Nobuyuki, Takahashi, Sanae, Kikuchi, Koichiro, Matsumura, Toshika, Okumiya, Masato, Baden, and Ichiro, Shiojima
- Subjects
Hemoglobins ,Erythrocytes ,Renal Dialysis ,Nephrology ,Hematinics ,Humans ,Anemia ,Creatine ,Sodium Oxybate ,Erythropoietin - Abstract
Background The improvement of anaemia over time by erythropoiesis stimulating agent (ESA) is associated with better survival in haemodialysis patients. We previously reported that erythrocyte creatine content, a marker of erythropoietic capacity, was a reliable marker to estimate the effectiveness of ESA. The aim of this study was to examine the accuracy and clinical usefulness of erythrocyte creatine content to predict the improvement of anaemia in haemodialysis patients. Methods ESA dose was fixed 3 months prior to the enrollment and was maintained throughout the study period. Erythrocyte creatine content and haematologic indices were measured at baseline in 92 patients receiving maintenance haemodialysis. Haemoglobin was also measured 3 months after. Improvement of anaemia was defined as ≥ 0.8 g/dL change in haemoglobin from baseline to 3 months. Results Erythrocyte creatine content was significantly higher in 32 patients with improvement of anaemia compared to 60 patients with no improvement of anaemia (2.47 ± 0.74 vs. 1.57 ± 0.49 μmol/gHb, P = 0.0001). When 9 variables (erythrocyte creatine content, ESA dose, reticulocyte, haptoglobin, haemoglobin at baseline, serum calcium, intact parathyroid hormone, transferrin saturation and serum ferritin) were used in the multivariate logistic regression analysis, erythrocyte creatine emerged as the most important variable associated with the improvement of anaemia (P = 0.0001). The optimal cut-off point of erythrocyte creatine content to detect the improvement of anaemia was 1.78 μmol/gHb (Area under the curve: 0.86). Sensitivity and specificity of erythrocyte creatine content to detect the improvement of anaemia were 90.6% and 83.3%. Conclusion Erythrocyte creatine content is a reliable marker to predict the improvement of anaemia 3 months ahead in patients receiving maintenance haemodialysis.
- Published
- 2022
31. The interaction of CO2 concentrations and water availability on organic acids in root exudates of native Australian species
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Shun Hasegawa, Megan H Ryan, and Sally A Power
- Abstract
Purpose: Root exudation of organic acids (OAs) facilitates plant P uptake from soil, playing a key role in rhizosphere nutrient economy. However, OA exudation responses to elevated CO2 concentrations (eCO2) and water availability remain largely untested.Methods: We examined the interactive effects of CO2 and water on OA exudates in three Australian woodland species: Eucalyptus tereticornis, Hakea sericea and Microlaena stipoides. Seedlings were grown in a glasshouse in low P soil, exposed to CO2 (400 ppm [aCO2] or 540 ppm [eCO2]) and water treatments (100% water holding capacity [high-watered] or 25–50% water holding capacity [low-watered]). After six weeks, we collected OAs from rhizosphere soil (OArhizo) and trap solutions in which washed roots were immersed (OAexuded). Results: For E. tereticornis, the treatments changed OArhizo composition, driven by increased malic acid exposed to eCO2 and increased oxalic acid in low-watered plants. For H. sericea, low-watered plants had higher OAexuded per plant (+116%) and lower OArhizo per unit root mass (–77%) associated with larger root mass but fewer cluster roots. For M. stipoides, eCO2 increased OAexuded per plant (+107%) and per unit root mass (+160%), while low-watered plants had higher citric and lower malic acids for OArhizo and OAexuded: changes in OA amounts and composition driven by malic acid were positively associated with soil P availability under eCO2.Conclusion: We conclude that eCO2 and altered water availability shifted OAs in root exudates, modifying plant–soil interactions and the associated carbon and nutrient economy.
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- 2022
32. Type A aortic dissection with left coronary malperfusion
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Kazuki Noda, Yosuke Inoue, Jiro Matsuo, Kyokun Uehara, Hitoshi Matsuda, Shun Hasegawa, Hiroaki Sasaki, Masato Baden, and Koki Yokawa
- Subjects
Pulmonary and Respiratory Medicine ,medicine.medical_specialty ,medicine.medical_treatment ,Coronary Angiography ,Left coronary artery ,Internal medicine ,medicine.artery ,medicine ,Humans ,Aortic dissection ,business.industry ,Percutaneous coronary intervention ,General Medicine ,Blood flow ,medicine.disease ,Coronary Vessels ,Cardiac surgery ,Aortic Dissection ,Catheter ,Treatment Outcome ,Cardiothoracic surgery ,Acute Disease ,cardiovascular system ,Cardiology ,Surgery ,Cardiology and Cardiovascular Medicine ,Complication ,business ,Vascular Surgical Procedures - Abstract
Left coronary artery malperfusion is a fatal complication of acute type A aortic dissection. However, effective treatment strategies have not yet been established. Herein, we report two cases of left coronary artery malperfusion successfully treated with different preoperative catheter interventions, followed by a central aortic repair. Preoperative coronary intervention ensuring the blood flow to the left coronary artery might be essential if a coronary angiogram was performed prior to the diagnosis and treatment.
- Published
- 2021
33. Spatial homogenization of understorey plant communities under eCO 2 in a mature Eucalyptus woodland
- Author
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Margarita Reverter, Sonia Illanas, Juan Piñeiro, Héctor Miranda, Sally A. Power, Shun Hasegawa, and Raúl Ochoa-Hueso
- Subjects
Geography ,Ecology ,Forest ecology ,Spatial ecology ,Biodiversity ,Common spatial pattern ,Plant community ,Ecosystem ,Plant Science ,Species richness ,Woodland ,Ecology, Evolution, Behavior and Systematics - Abstract
Understorey plant communities comprise a large portion of biodiversity of forests and woodlands globally, where they contribute to tree species dynamics, biogeochemical cycling and carbon sequestration. Here we evaluated the effects of elevated CO2 (400 vs. 550 ppm) on the spatial distribution of understorey plant communities from a mature eucalypt woodland in Eastern Australia (EucFACE experiment). Three years of elevated CO2 resulted in a loss of the characteristic aggregated and segregated spatial pattern of species richness at both short and long distances (20 cm–227 cm), respectively. Changes in spatial patterns emerged over time, indicating that these results are due to a relatively slow reordering of the understorey plant community. In contrast, when analysed from a multivariate perspective, changes in terms of community composition were not as clear as changes in the spatial rearrangement of plant communities. Synthesis. Given that the spatial patterns of communities are likely a reflection of the way in which multiple species interact and how energy and matter flow throw ecosystems, community reordering due to global change may have far-reaching implications in terms of ecosystem functioning. Moreover, subtle early changes in the spatial pattern of understorey plant communities may represent an early-warning indicator of global change impacts in forest ecosystems.
- Published
- 2020
34. Clinical factors associated with successful venoarterial extracorporeal membrane oxygenation weaning: A single-center retrospective cohort study.
- Author
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Masahiro Watanabe, Yoichi Ajiro, Shun Hasegawa, Kazuyuki Hamada, Kei Tsukamoto, Takashi Saito, Ryosuke Furuya, Tatsuji Komatsu, and Fumiaki Mori
- Subjects
THERAPEUTICS ,HYPERTENSION ,INTRA-aortic balloon counterpulsation ,PERCUTANEOUS coronary intervention ,EXTRACORPOREAL membrane oxygenation ,RETROSPECTIVE studies ,ACQUISITION of data ,POTASSIUM ,TREATMENT duration ,TREATMENT effectiveness ,KIDNEY diseases ,MEDICAL records ,LEUKOCYTE count ,LACTATES ,HEART beat ,CATHETERIZATION ,LONGITUDINAL method ,ACID-base equilibrium ,CREATININE - Abstract
Objective: To investigate and identify factors associated with successful venoarterial extracorporeal membrane oxygenation (VA-ECMO) while initiating, during, and before VA-ECMO weaning. Design: A single-center retrospective cohort study. Setting: A 510-bed tertiary hospital. Patients and participants: We consecutively enrolled 51 patients treated with VA-ECMO at our center between April 2010 and March 2016. Patients who received venovenous ECMO, backup VA-ECMO, and post-cardiotomy VA-ECMO were excluded. Interventions: VA-ECMO for cardiopulmonary arrest (CPA) or cardiogenic shock. Successful VA-ECMO weaning was defined as survival for more than 24 hours after discontinuation without requiring reintroduction. Measurements and results: Factors associated with VA-ECMO were collected at initiation, during, and before weaning. These were then compared between the successful and unsuccessful VA-ECMO weaning groups. We included 41 patients after 10 exclusions; 17 (41.5%) and 24 (58.5%) were weaned successfully and unsuccessfully, respectively. Among the factors measured at initiation and prior to weaning, higher blood pressure (BP) and pH and lower serum potassium and creatinine were associated with successful weaning. In addition, lower white blood cell counts at initiation, lower lactate levels, and higher pulse pressure before weaning were also associated with successful weaning. Moreover, among the factors analyzed at initiation, successful weaning was associated with CPA during catheterization, percutaneous coronary intervention (PCI), and a shorter CPA-ECMO time. Among the factors studied before weaning, patients successfully weaned from VA-ECMO had lower Kidney Disease: Improving Global Outcomes (KDIGO) urine output stages and intraaortic balloon pump (IABP) use. Conclusion: BP and anaerobic condition-related factors, such as pH or lactate, can be important predictors for successful VA-ECMO weaning. Other clinical factors may also influence VAECMO weaning, such as CPA during catheterization, PCI performance, IABP use, the CPAECMO time, and renal function markers such as the KDIGO urine output stage and serum creatine and potassium levels. [ABSTRACT FROM AUTHOR]
- Published
- 2023
35. Loss of the cystine/glutamate antiporter in melanoma abrogates tumor metastasis and markedly increases survival rates of mice
- Author
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Shiro Bannai, Nahoko Kakihara, Regina Feederle, José Pedro Friedmann Angeli, Mio Domon, Katalin Buday, Mami Sato, Futoshi Okada, Ami Suzuki, Bettina Proneth, Kunishige Onuma, Remi Hino, Mitsuhiko Osaki, Yusuke Kanda, Marcus Conrad, Ryosuke Kusumi, Shun Hasegawa, Junichi Hamada, and Hideyo Sato
- Subjects
Cancer Research ,Amino Acid Transport System y+ ,SLC7A11 ,Metastasis ,Gene Knockout Techniques ,Mice ,03 medical and health sciences ,0302 clinical medicine ,Cell Movement ,In vivo ,Cell Line, Tumor ,medicine ,Animals ,Humans ,Melanoma ,System X(c)(-) ,Tumor Growth ,Neoplasm Metastasis ,Cell Proliferation ,biology ,Chemistry ,Cancer ,medicine.disease ,In vitro ,Gene Expression Regulation, Neoplastic ,Survival Rate ,Endothelial stem cell ,Oncology ,Cell culture ,030220 oncology & carcinogenesis ,biology.protein ,Cancer research ,Female ,Neoplasm Transplantation - Abstract
The cystine/glutamate antiporter, system x(c)(-), is essential for the efficient uptake of cystine into cells. Interest in the mechanisms of system x(c)(-)function soared with the recognition that system x(c)(-)presents the most upstream node of ferroptosis, a recently described form of regulated necrosis relevant for degenerative diseases and cancer. Since targeting system x(c)(-)hold the great potential to efficiently combat tumor growth and metastasis of certain tumors, we disrupted the substrate-specific subunit of system x(c)(-), xCT (SLC7A11) in the highly metastatic mouse B16F10 melanoma cell line and assessed the impact on tumor growth and metastasis. Subcutaneous injection of tumor cells into the syngeneic B16F10 mouse melanoma model uncovered a marked decrease in the tumor-forming ability and growth of KO cells compared to control cell lines. Strikingly, the metastatic potential of KO cells was markedly reduced as shown in several in vivo models of experimental and spontaneous metastasis. Accordingly, survival rates of KO tumor-bearing mice were significantly prolonged in contrast to those transplanted with control cells. Analyzing the in vitro ability of KO and control B16F10 cells in terms of endothelial cell adhesion and spheroid formation revealed that xCT expression indeed plays an important role during metastasis. Hence, system x(c)(-)emerges to be essential for tumor metastasis in mice, thus qualifying as a highly attractive anticancer drug target, particularly in light of its dispensable role for normal life in mice.
- Published
- 2020
36. Oxygen Reduction Reaction Activity of Pt Sub-nano Clusters Supported on Graphene
- Author
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Yuji Kunisada, Norihito Sakaguchi, and Shun Hasegawa
- Subjects
Materials science ,Chemical engineering ,Nano clusters ,Graphene ,law ,Oxygen reduction reaction ,law.invention - Published
- 2020
37. Risk Factors for Low Vancomycin Trough Level in Adult General Ward Inpatients: a Retrospective Cohort Study
- Author
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Kyoko Obayashi, Hideaki Yashima, Koujirou Yamamoto, Emiri Takahashi, Shun Hasegawa, and Yuta Takahashi
- Subjects
Pediatrics ,medicine.medical_specialty ,business.industry ,medicine ,Vancomycin ,Trough level ,Retrospective cohort study ,General ward ,business ,medicine.drug - Published
- 2020
38. Few-experiential learning system of robotic picking task with selective dual-arm grasping
- Author
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Kentaro Wada, Kei Okada, Shun Hasegawa, Masayuki Inaba, and Shingo Kitagawa
- Subjects
0209 industrial biotechnology ,business.industry ,Computer science ,02 engineering and technology ,DUAL (cognitive architecture) ,Automation ,Experiential learning ,Computer Science Applications ,Task (project management) ,Human-Computer Interaction ,020901 industrial engineering & automation ,Hardware and Architecture ,Control and Systems Engineering ,Human–computer interaction ,0202 electrical engineering, electronic engineering, information engineering ,Robot ,020201 artificial intelligence & image processing ,business ,Software - Abstract
Recently, robots are introduced to warehouses and factories for automation and are expected to execute dual-arm manipulation as human does and to manipulate large, heavy and unbalanced objects. We ...
- Published
- 2020
39. Verification of a New Protection Relay System based on High Reliable Process Bus—Part 2
- Author
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Akifumi Iwamaru, Makoto Okai, Shun Hasegawa, Daiju Itagaki, Masanori Toi, Takuya Ito, Tsuneo Tomida, and Toshinori Shimizu
- Subjects
Computer science ,Relay ,law ,Process (computing) ,Energy Engineering and Power Technology ,Electrical and Electronic Engineering ,law.invention ,Reliability engineering - Published
- 2020
40. Evaluation of Recombinant Human Erythropoietin Responsiveness by Erythrocyte Creatine in Haemodialysis Patients
- Author
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Koichiro Matsumura, Tetsuro Sugiura, Toshika Okumiya, Seishi Nakamura, Yoshiaki Tsuka, Shun Hasegawa, Nobuyuki Takahashi, Masato Baden, and Ichiro Shiojima
- Subjects
chemistry.chemical_compound ,chemistry ,law ,Erythropoietin ,business.industry ,Recombinant DNA ,medicine ,Pharmacology ,Creatine ,business ,law.invention ,medicine.drug - Abstract
Background: One of the main causes of anaemia in patients with end-stage renal disease is relative deficiency in erythropoietin production. Recombinant human erythropoietin (rHuEpo), a potent haematopoietic growth factor, is used to treat anaemia in haemodialysis patients. The effect of rHuEpo is usually assessed by haematological indices such as red blood cell count, haemoglobin concentration and haematocrit, but erythrocyte indices do not provide information of the rapid change in erythropoietic activity. As erythrocyte creatine directly assess erythropoiesis, the aim of this study was to evaluate the effect of rHuEpo in haemodialysis patients by measuring erythrocyte creatine. Methods: rHuEpo dose was fixed 3 months prior to the enrollment and was maintained throughout the entire study period. Eerythrocyte creatine was measured with haematologic indices in 83 haemodialysis patients. Haemoglobin was also measured 3 months after. Results: rHuEpo dose (152.4±62.9 vs. 82.2±45.5 units/kg/week, P=0.0001) and erythrocyte creatine (2.07±0.73 vs. 1.60±0.41 µmol/gHb, p=0.0003) were significantly higher in 27 patients with haemoglobin 0.1g/dL) was observed in 37 patients, whereas haemoglobin did not increase in 46 patients. Erythrocyte creatine was significantly higher in patients with increase in haemoglobin compared to those without (2.04±0.64 vs. 1.52±0.39 µmol/gHb, p Conclusion: Erythrocyte creatine, a useful marker of erythropoietic capacity, is a reliable marker to estimate ameliorative effectiveness of rHuEpo in haemodialysis patients.
- Published
- 2021
41. Those who can don't want to, and those who want to can't: An eco-evolutionary mechanism of soil carbon persistence
- Author
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Mark TL. Bonner, Oskar Franklin, Shun Hasegawa, and Torgny Näsholm
- Subjects
Soil Science ,Microbiology - Published
- 2022
42. (Digital Presentation) Physicochemical Characterization of Sulfonate-Based Phosphonium Ionic Liquids
- Author
-
Katsuhiko Tsunashima, Shun Hasegawa, Yoshiharu Okuno, and Hirohisa Yamada
- Abstract
Ionic liquids (ILs) have unique physicochemical properties such as favorable solubility of organic and inorganic compounds, relatively high ionic conductivity, no measurable vapor pressure, high thermal stability, low flammability, etc. ILs are also promising liquid materials available for various applications because their function can be easily controlled by changing the combination of cations and anions and by introducing substituents. Although many kinds of ILs have already been investigated, phosphonium cation based ILs have rarely been proposed. We have previously designed and synthesized the phosphonium ILs together with typical sulfonylamide-based anions such as bis(trifluoromethylsulfonyl)amide and bis(fluorosulfonyl)amide anions.1,2) On the other hand, interests in phosphonium ILs consisting of the other anions is increasing for diverse applications. In this work, we design and prepare the ILs based on tetrabutylphosphonium cation (P4444 +) together with various sulfonate-based anions (Fig. 1), characterizing their physicochemical properties as a new family of ILs. The phosphonium IL was prepared by an aqueous neutralization reaction of tetrabutylphosphonium hydroxide with the stoichiometric amounts of various sulfonic acids. The obtained phosphonium ILs were isolated by water evaporation, and were dried in vacuo for at least 1 day. The physicochemical properties of ILs, e.g. density, viscosity, conductivity (ac impedance method) and thermal decomposition temperature (thermogravimetric analysis), were measured under argon atmosphere. The phosphonium salts based on unsubstituted sulfonate anions such as SO3CH3, SO3CH2CH3 and SO3(CH2)2CH3 were white crystalline solids at room temperature, whereas both amino- and hydroxy- substituted sulfonate salts were viscous liquids at room temperature. All phosphonium salts obtained were hydrophilic. Table 1 summarizes the physicochemical properties of phosphonium ILs based on amino- and hydroxy-substituted sulfonate anions. These phosphonium ILs exhibited considerably high viscosities when compared to the previously published viscosity value of P4444-lactate IL (415 mPa s at 25 °C)3), which suggests that the electrostatic interaction between P4444 cation and the sulfonate anions is much stronger than those in the case of carboxylate-based phosphonium ILs. It should be noted that P4444-SO3(CH2)3NH2 obviously indicated not only the highest density but also the highest viscosity and the lowest conductivity, which might be due to the fact that the IL has the largest anion to give a significant van der Waals interaction. Figure 1
- Published
- 2022
43. Theoretical Study of Metal Atom Adsorption States on Graphene
- Author
-
Norihito Sakaguchi, Yuji Kunisada, and Shun Hasegawa
- Subjects
Metal ,Crystallography ,Adsorption ,Materials science ,Graphene ,law ,visual_art ,visual_art.visual_art_medium ,Atom (order theory) ,law.invention - Published
- 2019
44. A Three-Fingered Hand with a Suction Gripping System for Warehouse Automation
- Author
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Shun Hasegawa, Kentaro Wada, Masayuki Inaba, and Kei Okada
- Subjects
Suction (medicine) ,0209 industrial biotechnology ,Engineering drawing ,Thesaurus (information retrieval) ,General Computer Science ,Warehouse automation ,Computer science ,business.industry ,Robot hand ,02 engineering and technology ,030204 cardiovascular system & hematology ,Automation ,03 medical and health sciences ,020901 industrial engineering & automation ,0302 clinical medicine ,Electrical and Electronic Engineering ,business - Abstract
For warehouse automation, stocking items in storage shelves (stowing stage) and picking them off the shelves (picking stage) should be automated. To achieve this, we propose a Suction Pinching Hand, an unstable-to-stable transformation (UST) strategy, and an entrance passing (EP) strategy. The Suction Pinching Hand has two underactuated fingers and one extendable and foldable suction finger whose fingertip has a suction cup. The suction finger is useful during the picking stage to enter and manipulate various objects in a cluttered narrow space, with such spaces being typical in efficient warehouses. As this manipulation is sometimes unstable, the underactuated fingers are used simultaneously to stabilize the grasp after the suction finger moves the object to a relatively open space. The UST strategy realizes the transition from unstable object manipulation in a narrow space to stabilization in a relatively open space. In the stowing stage, proximity sensors in the underactuated fingers are used to sense when the object is touched, for securing a direct pinching motion executable in the stowing stage. Finally, the EP strategy ensures that the picked object is able to pass through the entrance of the shelf bin and be successfully stowed. Experiments demonstrate both the ability of our robot hand to grasp various objects stably and safely, and the effectiveness of the UST and EP strategies during the picking and stowing stages.
- Published
- 2019
45. Novel synchronous sampling scheme based on oversampling for a process bus system
- Author
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Daiju Itagaki, Tsuneo Tomida, Akifumi Iwamaru, Yasutaka Katayanagi, Makoto Okai, Shun Hasegawa, Yujiro Furusawa, and Kazuhiro Kojima
- Subjects
Sampling scheme ,IEC 61850 ,Computer science ,Process (computing) ,Electronic engineering ,Oversampling ,Electrical and Electronic Engineering - Published
- 2019
46. The effects of organic fertiliser, arginine, on the chemical composition of soil organic matter in a boreal forest
- Author
-
Mark T. L. Bonner, Torgny Näsholm, and Shun Hasegawa
- Subjects
Arginine ,Environmental chemistry ,Soil organic matter ,Taiga ,Environmental science ,Chemical composition ,Organic fertilizer - Abstract
There is a growing body of evidence that plants uptake a monumental amount of organic forms of nitrogen (N) like amino acids in addition to those in inorganic forms. An amino acid-based fertiliser has been shown to improve seedling development and commercialised. Boreal forests store a substantial amount of carbon (C) in the soil and this is widely known to be further enhanced by the addition of inorganic nitrogen fertiliser via hampered decomposition. However, very little is known about how amino acid-based fertiliser influences C/N cycling in the boreal soils. The organic forms of N supply not only nitrogen but also carbon. If the previously demonstrated suppression of SOM decomposition is owing to altered C:N ratios in substrates, the amino acid-based fertiliser may not have as pronounced effects on the soil as the inorganic fertiliser. We have examined the impacts of the organic fertiliser (100 kg N and 130 kg C ha-1 year-1)—arginine—on the chemical composition of soil organic matter in a boreal forest in comparison to non-fertilised, inorganic fertilised (ammonium-nitrate) and C-controlled inorganic fertilised (sucrose + ammonium-nitrate) conditions. The soil organic matter was characterised using two metrics: pyrolysis GC/MS and 13C solid-state nuclear magnetic resonance (NMR), combined with enzymological and metagenomic analysis.We will be presenting the results following 4-year of the fertiliser treatments. Preliminary results have shown that there is limited evidence that the fertiliser treatments alter soil C/N cycing in four years. Nevertheless, the chemical composition in SOM under the organic fertiliser condition was similar to that under C-controlled compared to inorganic fertiliser treatment.
- Published
- 2021
47. Those who can don’t want to, and those who want to can’t: eco-evolutionary constraints to decomposition explain soil carbon persistence
- Author
-
Torgny Näsholm, Shun Hasegawa, Mark T. L. Bonner, and Oskar Franklin
- Subjects
Physical limitations ,Eco evolutionary ,Computer science ,Soil organic matter ,Land management ,Decomposition (computer science) ,Biochemical engineering ,Soil carbon ,Variety (cybernetics) - Abstract
Reliable manipulation of soil organic matter (SOM) – a necessity for optimal land management – is constrained by our limited mechanistic understanding of SOM formation. Here we add to existing frameworks a novel mechanistic element that may underpin SOM dynamics, based on evolutionary-ecological rather than chemical or physical limitations to decomposition. We argue that decomposition of some substrates may be ecologically constrained in mycelial fungi, evolutionarily constrained in co-operating bacteria, and geometrically constrained in unicellular microbes. We describe and test a mathematical model based on our framework, providing a proof-of-concept that substrate can plausibly be spared decomposition and accumulate even when it is physically and chemically accessible. Our framework can explain a variety of SOM dynamics, including priming and the suppression of decomposition by nitrogen addition, as well as the typical composition of SOM. An augmented mechanistic framework for understanding SOM dynamics can help guide targeted empirical study, which in turn can contribute to more optimised land management.
- Published
- 2021
48. Determination of the Dzyaloshinskii-Moriya interaction using pattern recognition and machine learning
- Author
-
Masamitsu Hayashi, Yoshinobu Nakatani, Takuya Sawa, Shun Hasegawa, Masashi Kawaguchi, Keisuke Yamada, and Kenji Tanabe
- Subjects
Magnetic domain ,Computer science ,Materials informatics ,FOS: Physical sciences ,02 engineering and technology ,Machine learning ,computer.software_genre ,01 natural sciences ,Facial recognition system ,Convolutional neural network ,Image (mathematics) ,QA76.75-76.765 ,Mesoscale and Nanoscale Physics (cond-mat.mes-hall) ,0103 physical sciences ,General Materials Science ,Computer software ,010306 general physics ,Materials of engineering and construction. Mechanics of materials ,Condensed Matter - Materials Science ,Class (computer programming) ,Condensed Matter - Mesoscale and Nanoscale Physics ,business.industry ,Materials Science (cond-mat.mtrl-sci) ,Pattern recognition ,021001 nanoscience & nanotechnology ,Computer Science Applications ,Magnetic anisotropy ,Mechanics of Materials ,Modeling and Simulation ,Pattern recognition (psychology) ,TA401-492 ,Artificial intelligence ,0210 nano-technology ,business ,computer - Abstract
Machine learning is applied to a large number of modern devices that are essential in building an energy-efficient smart society. Audio and face recognition are among the most well-known technologies that make use of such artificial intelligence. In materials research, machine learning is adapted to predict materials with certain functionalities, an approach often referred to as materials informatics. Here, we show that machine learning can be used to extract material parameters from a single image obtained in experiments. The Dzyaloshinskii–Moriya (DM) interaction and the magnetic anisotropy distribution of thin-film heterostructures, parameters that are critical in developing next-generation storage class magnetic memory technologies, are estimated from a magnetic domain image. Micromagnetic simulation is used to generate thousands of random images for training and model validation. A convolutional neural network system is employed as the learning tool. The DM exchange constant of typical Co-based thin-film heterostructures is studied using the trained system: the estimated values are in good agreement with experiments. Moreover, we show that the system can independently determine the magnetic anisotropy distribution, demonstrating the potential of pattern recognition. This approach can considerably simplify experimental processes and broaden the scope of materials research.
- Published
- 2021
49. Decadal nitrogen addition alters chemical composition of soil organic matter in a boreal forest
- Author
-
Tobias Sparrman, John D. Marshall, Torgny Näsholm, and Shun Hasegawa
- Subjects
Skogsvetenskap ,chemistry.chemical_element ,Soil Science ,010501 environmental sciences ,engineering.material ,Markvetenskap ,01 natural sciences ,Boreal forest ,Chemical composition ,0105 earth and related environmental sciences ,Soil organic matter ,Carbon accumulation ,Forest Science ,04 agricultural and veterinary sciences ,Carbon-13 NMR ,Nitrogen ,Decomposition ,NMR ,chemistry ,Environmental chemistry ,Soil water ,040103 agronomy & agriculture ,engineering ,0401 agriculture, forestry, and fisheries ,Fertilizer ,Nitrogen enrichment ,Carbon ,Pyrolysis - Abstract
Boreal forests store approximately 470 Pg of carbon (C) in the soil, and rates of soil C accumulation are significantly enhanced by long-term nitrogen (N) enrichment. Dissecting the compositional profile of soils could help better understand the potential mechanisms driving changes in C cycling under enriched N conditions. We examined the impacts of long-term N addition on the chemical composition of soil organic matter (SOM) in a mature boreal forest. Two large experimental plots (15 ha each) were established: a control and a fertilised plot. The latter received NH4NO3 fertilizer at an average rate of 75 kg N ha−1 year−1 for 12 years. While the centre of this plot received the prescribed amounts of fertilizer, the year-to-year variation in distribution of fertilizer around the designated edges of the plot created a gradient in N-loading. Along this gradient, a compositional shift in SOM in the organic horizon was assessed using two methods: pyrolysis-gas chromatography/mass spectrometry (GC/MS) and solid-state 13C nuclear magnetic resonance spectroscopy (13C NMR). Both of these methods revealed that the chemical composition of SOM changed with increasing N loading, with an increased fraction of lignin derivatives (i.e., aromatic, methoxy/N-alkyl C) relative to that of carbohydrate (i.e., O-alkyl C), accompanied by increased soil C mass (kg m−2) at the fertilised plot. Also, the relative abundance of N compounds in the pyrolysis products increased with the N loading, mainly due to increased methyl N-acetyl-α-D-glucosaminide in the F/H horizon, plausibly of microbial origin. Microbial N processing likely contributed to soil accumulation of fertilizer-derived N. Our results corroborate the hypothesis that addition of inorganic N suppresses enzymatic white-rot decomposition relative to non-enzymatic brown-rot oxidation. Taken together, our study suggests that N enrichment leads to a selective accumulation of lignin-derived compounds and points to a key role of such compounds for N-induced SOM accumulation.
- Published
- 2021
50. The fate of carbon in a mature forest under carbon dioxide enrichment
- Author
-
Belinda E. Medlyn, Kristine Y. Crous, Sally A. Power, Peter B. Reich, Teresa E. Gimeno, Catriona A. Macdonald, Bruna Marques dos Santos, Scott N. Johnson, Brajesh K. Singh, David S. Ellsworth, Riikka Rinnan, Elise Pendall, Luke Collins, Andrew N. Gherlenda, Jinyan Yang, Yolima Carrillo, Elizabeth H.J. Neilson, Ian C. Anderson, Mark G. Tjoelker, Laura Castañeda-Gómez, Sönke Zaehle, Uffe N. Nielsen, John E. Drake, K. Mahmud, Sarah L. Facey, Raúl Ochoa-Hueso, Craig V. M. Barton, Agnieszka Wujeska-Klause, Benjamin Smith, Remko A. Duursma, Jeff R. Powell, Paul D. Rymer, Matthias M. Boer, Jennifer K. M. Walker, Kathryn M. Emmerson, Nam Jin Noh, Loïc Nazaries, Shun Hasegawa, Juan Piñeiro, Johanna Pihlblad, Varsha S. Pathare, Martin G. De Kauwe, Roberto L. Salomón, Ülo Niinemets, Mingkai Jiang, Markus Riegler, Alexandre A. Renchon, Astrid Kännaste, and Ben D. Moore
- Subjects
0106 biological sciences ,Carbon Sequestration ,010504 meteorology & atmospheric sciences ,chemistry.chemical_element ,Forests ,Carbon sequestration ,Global Warming ,Models, Biological ,010603 evolutionary biology ,01 natural sciences ,Trees ,Carbon cycle ,Soil respiration ,Soil ,chemistry.chemical_compound ,Biomass ,Photosynthesis ,0105 earth and related environmental sciences ,Eucalyptus ,Carbon dioxide in Earth's atmosphere ,Multidisciplinary ,Atmosphere ,Carbon sink ,Carbon Dioxide ,chemistry ,Agronomy ,Carbon dioxide ,Environmental science ,New South Wales ,Ecosystem respiration ,Carbon - Abstract
Atmospheric carbon dioxide enrichment (eCO2) can enhance plant carbon uptake and growth1–5, thereby providing an important negative feedback to climate change by slowing the rate of increase of the atmospheric CO2 concentration6. Although evidence gathered from young aggrading forests has generally indicated a strong CO2 fertilization effect on biomass growth3–5, it is unclear whether mature forests respond to eCO2 in a similar way. In mature trees and forest stands7–10, photosynthetic uptake has been found to increase under eCO2 without any apparent accompanying growth response, leaving the fate of additional carbon fixed under eCO2 unclear4,5,7–11. Here using data from the first ecosystem-scale Free-Air CO2 Enrichment (FACE) experiment in a mature forest, we constructed a comprehensive ecosystem carbon budget to track the fate of carbon as the forest responded to four years of eCO2 exposure. We show that, although the eCO2 treatment of +150 parts per million (+38 per cent) above ambient levels induced a 12 per cent (+247 grams of carbon per square metre per year) increase in carbon uptake through gross primary production, this additional carbon uptake did not lead to increased carbon sequestration at the ecosystem level. Instead, the majority of the extra carbon was emitted back into the atmosphere via several respiratory fluxes, with increased soil respiration alone accounting for half of the total uptake surplus. Our results call into question the predominant thinking that the capacity of forests to act as carbon sinks will be generally enhanced under eCO2, and challenge the efficacy of climate mitigation strategies that rely on ubiquitous CO2 fertilization as a driver of increased carbon sinks in global forests. Carbon dioxide enrichment of a mature forest resulted in the emission of the excess carbon back into the atmosphere via enhanced ecosystem respiration, suggesting that mature forests may be limited in their capacity to mitigate climate change.
- Published
- 2020
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