Publications by authors named "Daichi Hayashi"

Inflammatory arthritis represents a frequent cause of disability among adults, with a huge worldwide negative societal impact. Although clinical and laboratory evaluation of patients with inflammatory arthritis still constitutes the basis of management for these patients, conventional medical imaging has traditionally provided an important aid in the assessment of these conditions. There is a pressing need to obtain an independent, objective, and reproducible imaging evaluation to support the diagnosis of disorders that are difficult to assess or determine response to an increasing number of frequently expensive treatment modalities.

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Diversity, equity, and inclusion (DEI) is important for delivering high-quality, culturally competent care and ensuring equal access to resources and opportunities in healthcare. However, the implementation of DEI has been met with unique challenges and successes across the globe. The International Skeletal Society (ISS), a multidisciplinary musculoskeletal society, made a conscious effort to promote DEI.

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Synovitis remains an important marker of osteoarthritis (OA) disease incidence and progression, and is best assessed using imaging. In general, MRI with intravenous contrast is considered the gold standard method for assessing synovitis because it can effectively differentiate inflamed synovium and adjacent joint effusion and other surrounding structures. However, administration of intravenous gadolinium is not always desirable.

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Objective: To determine the accuracy of automatic Cobb angle measurements by deep learning (DL) on full spine radiographs.

Materials And Methods: Full spine radiographs of patients aged > 2 years were screened using the radiology reports to identify radiographs for performing Cobb angle measurements. Two senior musculoskeletal radiologists and one senior orthopedic surgeon independently annotated Cobb angles exceeding 7° indicating the angle location as either proximal thoracic (apices between T3 and T5), main thoracic (apices between T6 and T11), or thoraco-lumbar (apices between T12 and L4).

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Article Synopsis
  • * Further tests, including endoscopic ultrasound and histopathological analysis, revealed the mass was actually a grade 1 neuroendocrine tumor (NET), changing the diagnosis before surgery.
  • * After surgery, the pathology showed a mixed tumor containing both NET (Grade 1 and Grade 3) and invasive PDAC, illustrating the complexity of accurately diagnosing mixed tumors preoperatively due to overlapping features.
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Objective: To review recent literature evidence describing imaging of osteoarthritis (OA) and to identify the current trends in research on OA imaging.

Method: This is a narrative review of publications in English, published between April, 2023, and March, 2024. A Pubmed search was conducted using the following search terms: osteoarthritis/OA, radiography, ultrasound/US, computed tomography/CT, magnetic resonance imaging/MRI, DXA/DEXA, and artificial intelligence/AI/deep learning.

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  • A population pharmacokinetic analysis was performed on data from 215 Japanese subjects taking oral sirolimus, identifying factors that affect the drug's pharmacokinetics across different age groups, including neonates, infants, and adults.
  • The study found that sirolimus levels increased with higher hemoglobin and that the granule form had significantly higher exposure than the tablet form, while certain drugs decreased its levels significantly.
  • The PopPK model developed can help customize sirolimus dosing for individuals based on their age and body weight to ensure effective treatment within the proper concentration range.
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Introduction And Importance: The Kasabach-Merritt Phenomenon (KMP), characterized by thrombocytopenia and consumptive coagulopathy due to endothelial cell growth in the infantile vascular tumor kaposiform hemangioendothelioma, presents a therapeutic challenge. This case highlights the novel use of sirolimus in a neonate, an approach less explored in this age group.

Case Presentation: A female neonate presented with a right anterior chest mass, progressing to respiratory distress and congestive heart failure.

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Currently no disease-modifying osteoarthritis drug has been approved for the treatment of osteoarthritis (OA) that can reverse, hold, or slow the progression of structural damage of OA-affected joints. The reasons for failure are manifold and include the heterogeneity of structural disease of the OA joint at trial inclusion, and the sensitivity of biomarkers used to measure a potential treatment effect.This article discusses the role and potential of different imaging biomarkers in OA research.

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Article Synopsis
  • This perspective outlines the development of semi-quantitative (SQ) magnetic resonance imaging (MRI) techniques over the past 30 years for assessing tissue issues in osteoarthritis (OA).
  • The article reviews key scoring systems, including the Whole-Organ Magnetic Resonance Imaging Score (WORMS) and MRI Osteoarthritis Knee Score (MOAKS), and discusses the reliability and responsiveness of SQ MRI in OA research.
  • It highlights the potential for artificial intelligence (AI) to enhance assessment efficiency, though further validation and regulatory approval are needed for its use in clinical trials.
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While musculoskeletal imaging volumes are increasing, there is a relative shortage of subspecialized musculoskeletal radiologists to interpret the studies. Will artificial intelligence (AI) be the solution? For AI to be the solution, the wide implementation of AI-supported data acquisition methods in clinical practice requires establishing trusted and reliable results. This implementation will demand close collaboration between core AI researchers and clinical radiologists.

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Osteosarcoma is a rare malignant tumor that commonly occurs in children. Anticancer drugs, for example, cisplatin, aid in postsurgery recovery but induce side effects such as renal damage, affecting the life prognosis of patients. Decursin which is one of the bioactive components has been reported for its anti-inflammatory, antioxidant, and antitumor effects, but the effect on osteosarcoma is unexplained.

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Background: Pancreatic cancer (PC) has a poor prognosis, with body weight loss commonly observed at diagnosis. However, the impact on PC prognosis of weight loss at the time of diagnosis on PC prognosis is unknown.

Methods: This retrospective, single-center study enrolled consecutively patients diagnosed with metastatic or locally advanced PC or resectable PC who were intolerant of or refused surgery.

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This report describes the case of a 76-year-old man with ulcerative colitis who developed interstitial nephritis after starting 5-Aminosalicylic acid (5-ASA) therapy. The patient experienced an initial improvement in symptoms, but developed fatigue, anorexia, and severe renal dysfunction 2.5 months later.

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This article describes recent advances in quantitative imaging of musculoskeletal extremity sports injuries, citing the existing literature evidence and what additional evidence is needed to make such techniques applicable to clinical practice. Compositional and functional MRI techniques including T2 mapping, diffusion tensor imaging, and sodium imaging as well as contrast-enhanced US have been applied to quantify pathophysiologic processes and biochemical compositions of muscles, tendons, ligaments, and cartilage. Dual-energy and/or spectral CT has shown potential, particularly for the evaluation of osseous and ligamentous injury (eg, creation of quantitative bone marrow edema maps), which is not possible with standard single-energy CT.

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Article Synopsis
  • Transient abnormal myelopoiesis (TAM) is a condition often seen in newborns, especially those with Down syndrome, marked by high white blood cell counts and the presence of mutated megakaryoblasts carrying GATA1 gene mutations.
  • A case study of a 2-month-old boy with Down syndrome showed that while his blood blasts resolved without treatment, he suffered from severe liver failure linked to fibrosis, highlighting the disease's dangers.
  • The study suggests that a double-immunostaining technique for GATA1 and CD42b can effectively identify TAM-related blast cells, making it useful for routine clinical evaluations during crisis situations.
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Nerve growth factor (a-NGF) inhibitors have been developed for pain treatment including symptomatic osteoarthritis (OA) and have proven analgesic efficacy and improvement in functional outcomes in patients with OA. However, despite initial promising data, a-NGF clinical trials focusing on OA treatment had been suspended in 2010. Reasons were based on concerns regarding accelerated OA progression but were resumed in 2015 including detailed safety mitigation based on imaging.

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  • Conventional radiography is the standard imaging method for assessing osteoarthritis in clinical trials but has significant limitations, including poor reproducibility and sensitivity.
  • The paper argues for using magnetic resonance imaging (MRI) instead, which can better capture the complexities of the disease and support more accurate patient recruitment for treatment trials.
  • While MRI has challenges in deployment, advancements in technology and simplified assessment techniques could improve its accessibility for evaluating osteoarthritis.
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Despite decades of research efforts and multiple clinical trials aimed at discovering efficacious disease-modifying osteoarthritis (OA) drugs (DMOAD), we still do not have a drug that shows convincing scientific evidence to be approved as an effective DMOAD. It has been suggested these DMOAD clinical trials were in part unsuccessful since eligibility criteria and imaging-based outcome evaluation were solely based on conventional radiography. The OA research community has been aware of the limitations of conventional radiography being used as a primary imaging modality for eligibility and efficacy assessment in DMOAD trials.

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Overuse-related injuries of the knee joint and periarticular soft tissues include a heterogenous group of sports and nonsports-related injuries. These conditions include friction and impingement syndromes, bone stress injuries, bursitis, and tendon-related pathology such as tendinopathy and snapping. Traction apophysitis are also discussed as commonly seen in the pediatric population.

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The osteoarthritis (OA) research community has been advocating a shift from radiography-based screening criteria and outcome measures in OA clinical trials to a magnetic resonance imaging (MRI)-based definition of eligibility and endpoint. For conventional morphological MRI, various semiquantitative evaluation tools are available. We have lately witnessed a remarkable technological advance in MRI techniques, including compositional/physiologic imaging and automated quantitative analyses of articular and periarticular structures.

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Synovitis is an important component of the osteoarthritis (OA) disease process, particularly regarding the "inflammatory phenotype" of OA. Imaging plays an important role in the assessment of synovitis in OA with MRI and ultrasound being the most deployed imaging modalities. Contrast-enhanced (CE) MRI, particularly dynamic CEMRI (DCEMRI) is the ideal method for synovitis assessment, but for several reasons CEMRI is not commonly performed for OA imaging in general.

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