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Deep learning in detecting tumor spread through air spaces 深度学习检测肿瘤在空气中的扩散
Pub Date : 2023-04-14 DOI: 10.21820/23987073.2023.2.62
I-Fang Chung
Lung cancer is a leading cause of death on a global scale. Professor I-Fang Chung leads a team of researchers at the Institute of Biomedical Informatics, National Yang Ming Chiao Tung University, Taiwan, investigating how machine learning can help predict the risk of tumour recurrence following lung cancer surgery. The standard treatment for early-stage lung cancer patients is complete surgical resection of the tumour but disease recurrence within the first five years following surgery is common. The route of this recurrence is usually tumour spread through the air spaces (STAS) and the presence of STAS has recently been identified as a risk factor for recurrence of tumours. The researchers are exploring the importance of STAS and how targeting this phenomenon and using machine learning methods to aid in the analysis of medical imaging of diseased tissues can help in predicting the recurrence risk of post-surgery lung cancer patients. Dr Yi-Chen Yeh, a pathologist from the Taipei Veterans General Hospital, is working with Chung to employ a variety of deep-learning object detection methodologies to detect STAS in pathology images. Regions of interest (ROI) images extracted from pathology whole slide images (WSI) are marked and annotated, which provides location information for STAS. Deep learning object detection methods are used to train a model which can find STAS, then additional techniques including using pre-trained model parameters, augmenting random image data and modifying loss function are used to improve the detection rates for the model. Their model helps pathologists identify STAS and accurately predicts patient outcomes.
肺癌是全球范围内的主要死亡原因。台湾国立阳明交通大学生物医学信息学研究所的钟一芳教授领导了一组研究人员,研究机器学习如何帮助预测肺癌手术后肿瘤复发的风险。早期肺癌患者的标准治疗是完全手术切除肿瘤,但手术后5年内疾病复发是常见的。这种复发的途径通常是肿瘤通过空气空间扩散(STAS), STAS的存在最近被确定为肿瘤复发的危险因素。研究人员正在探索STAS的重要性,以及如何针对这一现象,使用机器学习方法来帮助分析病变组织的医学成像,从而帮助预测肺癌患者术后复发的风险。台北退伍军人总医院的病理学家叶奕晨博士正在与Chung合作,采用各种深度学习对象检测方法来检测病理图像中的STAS。对病理整片图像(WSI)提取的感兴趣区域(ROI)图像进行标记和注释,为STAS提供位置信息。利用深度学习目标检测方法训练出能够找到STAS的模型,然后利用预训练模型参数、增强随机图像数据和修改损失函数等附加技术提高模型的检测率。他们的模型帮助病理学家识别STAS并准确预测患者的预后。
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引用次数: 0
Development of Biodegradable Small Diameter Vascular Graft 可生物降解的小直径血管移植物的研制
Pub Date : 2023-04-14 DOI: 10.21820/23987073.2023.2.36
Kyohei Oyama
Coronary heart disease (CHD) is a major cause of death on a global scale. Treatment options include revascularisation, but achieving a successful vascular graft requires using one with a diameter of less than 4mm and there is no artificial vascular graft at such a small diameter available. Scientists are interested in developing biodegradable artificial vascular grafts that can help overcome challenges associated with CHD. Associate Professor Kyohei Oyama and his team in the Department of Cardiac Surgery, Asahikawa Medical University, Japan, are currently working on two main projects: Creating a biodegradable small diameter vascular graft; and developing a heart regeneration treatment via endogenous cardiac myocyte proliferation. In developing a biodegradable small diameter vascular graft, the researchers hope to benefit patients that require the revascularisation of small vessels and also positively impact young patients who are still growing. The team also hope that the discoveries made through this research might lead to advances in other organ regeneration. When it comes to the need to recover lost cardiac tissue, this is unable to regenerate as cardiac myocytes (muscle cells) have no ability to proliferate. Oyama and the team are investigating the mechanism that limits this proliferation ability with a view to activating it. If cardiac myocyte proliferation can be activated during the revascularisation of CHD, then the damaged heart can be completely cured and the possibility of heart failure eliminated.
冠心病(CHD)是全球范围内的一个主要死亡原因。治疗方法包括血管重建,但成功的血管移植需要使用直径小于4毫米的血管,目前还没有如此小直径的人工血管移植。科学家们对开发可生物降解的人工血管移植物很感兴趣,这种移植物可以帮助克服与冠心病相关的挑战。日本旭川医科大学心脏外科系副教授Kyohei Oyama和他的团队目前正在进行两个主要项目:制造可生物降解的小直径血管移植物;并通过内源性心肌细胞增殖发展心脏再生治疗。在开发可生物降解的小直径血管移植物的过程中,研究人员希望使需要小血管重建的患者受益,并对仍在生长的年轻患者产生积极影响。研究小组还希望通过这项研究取得的发现可能会导致其他器官再生方面的进展。当需要恢复失去的心脏组织时,这是无法再生的,因为心肌细胞(肌肉细胞)没有增殖的能力。Oyama和他的团队正在研究限制这种增殖能力的机制,以期激活它。如果在冠心病的血运重建过程中能够激活心肌细胞增殖,那么受损的心脏就可以完全治愈,消除心力衰竭的可能性。
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引用次数: 0
Elucidating of the formation process of hierarchical networks in the visual cortex of mice 小鼠视觉皮层分层网络形成过程的研究
Pub Date : 2023-04-14 DOI: 10.21820/23987073.2023.2.30
Tomonari Murakami
Among the complex connections in the brain are those in the cortical areas that control vision. There are research gaps concerning the visual neural network and its formation, and the early stages of corticocortical connection development. Assistant Professor Tomonari Murakami, The University of Tokyo, is working to uncover unknowns in the field of neural circuit development. In his studies he is using mice models as, in mice, some of the development of neural circuits within the visual system occurs postnatally. Murakami is exploring, on a molecular level, the details of the developmental processes involved in the formation of inter-regional connections. To do this, he is using comprehensive molecular expression analysis and genetic manipulation before and after the formation of the connections between the V1 and higher visual cortices. Subsequently, he and his team will build upon this work, investigating whether the developmental strategy used in the visual system of mice is common with that of primates using marmoset monkeys. The researchers are using optogenetics to clarify the information propagation pathway of visual information and plan to continue to clarify how the mammalian brain processes visual information and how the neural network composed of the higher visual cortex is formed during development. Ultimately, this will deepen understanding of the human brain.
在大脑的复杂连接中,有控制视觉的皮质区域的连接。视觉神经网络及其形成、皮质-皮质连接发育的早期阶段等方面的研究还存在空白。东京大学助理教授Tomonari Murakami正在努力揭开神经回路发展领域的未知面纱。在他的研究中,他使用小鼠模型,因为在小鼠中,视觉系统内的一些神经回路的发育是在出生后发生的。村上正从分子水平上探索区域间联系形成过程中涉及的发展过程的细节。为了做到这一点,他在V1和高级视觉皮层之间的连接形成前后使用了全面的分子表达分析和基因操作。随后,他和他的团队将在这项工作的基础上,研究小鼠视觉系统中使用的发育策略是否与灵长类动物使用狨猴的发育策略相同。研究人员正在利用光遗传学来阐明视觉信息的信息传播途径,并计划继续阐明哺乳动物大脑如何处理视觉信息以及由高级视觉皮层组成的神经网络在发育过程中是如何形成的。最终,这将加深对人类大脑的理解。
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引用次数: 0
Diagnosis of strangulated bowel obstruction using blood DNA-degrading enzyme activity 血液dna降解酶活性诊断绞窄性肠梗阻
Pub Date : 2023-04-14 DOI: 10.21820/23987073.2023.2.39
T. Iwai
Strangulated bowel obstruction (StBO) is an abdominal emergency that can be fatal if left untreated. However, it can be difficult to diagnose due to a lack of consensus regarding the diagnosis of StBO based on blood biochemistry or arterial blood gases, inconsistencies with imaging used in diagnosis and a lack of definitive features that definitively point to StBO. Assistant Professor Takuma Iwai, Nippon Medical School, Japan, is leading a team of researchers developing a novel method to easily diagnose StBO using peripheral blood. This will help with diagnosis, improve outcomes and save lives. In this work, Iwai is applying his longstanding experience in laparoscopic surgery and chemotherapy for gastrointestinal cancers. The researchers are investigating how Cell-free DNA (cfDNA) can be used in StBO diagnosis. This began with research on the treatment of colorectal cancer utilising cfDNA, which led to the discovery that the length of cfDNA fragments present in blood is indicative of various forms of cellular death â–“ and that variations in DNA fragment length also result in differences in enzymatic degradation activity. This led Iwai and the team to posit that cfDNA may also prove beneficial in the diagnosis of StBO, which is characterised by a disturbance in blood flow.
绞窄性肠梗阻(StBO)是一种腹部急症,如果不及时治疗,可能会致命。然而,由于缺乏对基于血液生化或动脉血气诊断StBO的共识,与诊断中使用的影像学不一致,以及缺乏明确指向StBO的明确特征,因此很难诊断。日本医学院助理教授Takuma Iwai正在带领研究小组开发一种利用外周血轻松诊断StBO的新方法。这将有助于诊断、改善结果和挽救生命。在这项工作中,岩井将运用他长期以来在腹腔镜手术和胃肠道癌症化疗方面的经验。研究人员正在研究如何将无细胞DNA (cfDNA)用于StBO诊断。这始于利用cfDNA治疗结直肠癌的研究,该研究发现,血液中存在的cfDNA片段的长度表明了各种形式的细胞死亡,DNA片段长度的变化也导致酶降解活性的差异。这使得Iwai和他的团队假设cfDNA也可能在StBO的诊断中被证明是有益的,StBO的特征是血流紊乱。
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引用次数: 0
Creation of a conceptual model for understanding subtle reactions of children with severe physical and mental disabilities 为理解有严重身体和精神残疾的儿童的微妙反应建立一个概念模型
Pub Date : 2023-04-14 DOI: 10.21820/23987073.2023.2.24
Emiko Yokozeki, Kohji Yamamoto
Advances in medical technology have assisted with the provision of care for children with severe physical and mental disabilities, helping to improve and maintain their living standards, and enabling a high level of care to be given at home. But there remains a burden on the families delivering care, particularly when communication is difficult. Researchers in the Society 5.0 Study Group, Interdisciplinary Research Institute, Shikoku University, Japan, are exploring the potential of information and communication technology (ICT) to be used to improve the quality of care for children with severe physical and mental disabilities. The researchers are developing a conceptual model for understanding the subtle reactions of children, including the sensing of biological reactions such as facial muscle movement. The goal is to better understand the reactions of children with severe disabilities, leading to improved levels of care and benefiting the families of patients. Dr Emiko Yokozeki leads the team. She has three decades of nursing experience and is a member of the Society 5.0 Research Society, which is chaired by Professor Kohji Yamamoto and promotes research with the aim of creating a society where everyone can live safely and comfortably by utilising innovation.
医疗技术的进步有助于为患有严重身心残疾的儿童提供护理,有助于提高和维持他们的生活水平,并使他们能够在家中得到高水平的护理。但是,提供护理的家庭仍然有负担,特别是在沟通困难的情况下。日本四国大学跨学科研究所社会5.0研究组的研究人员正在探索信息和通信技术(ICT)的潜力,以改善患有严重身体和精神残疾的儿童的护理质量。研究人员正在开发一种概念模型,用于理解儿童的微妙反应,包括对面部肌肉运动等生物反应的感知。其目标是更好地了解严重残疾儿童的反应,从而提高护理水平并使患者家属受益。Emiko Yokozeki博士领导着这个团队。她有三十年的护理经验,是社会5.0研究协会的成员,该协会由山本浩司教授担任主席,旨在促进研究,通过利用创新创造一个人人都能安全舒适地生活的社会。
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引用次数: 0
Ongoing collaborative project for building a symbiotic society with dementia: the analysis of Alzheimerâ–™s pathogenic changes by 'ageing' of disease-relevant proteins. 正在进行的与痴呆症建立共生社会的合作项目:通过疾病相关蛋白质的“衰老”分析阿尔茨海默病<e:2>的致病变化。
Pub Date : 2023-04-14 DOI: 10.21820/23987073.2023.2.33
Genta Ito, N. Utsunomiya‐Tate
In Japan, the ageing society correlates to a significant burden of care for elderly people with dementia. Researchers are exploring the epidemiology of the disease, as well as the social aspects. This includes understanding what a well-functioning society encompassing people with dementia looks like. Professor Naoko Utsunomiya-Tate, Laboratory Head at the Laboratory of Biomolecular Chemistry, Faculty of Pharma-Sciences, Teikyo University, Japan, is engaged in two key research strands: ▘Building a symbiotic society with dementia▙ and ▘Biophysical and structural chemical research on the racemisation of the pathogenic protein in the onset process of Alzheimer▙s disease▙. Utsunomiya-Tate envisions a symbiotic society in which people with dementia aren▙t tucked away in care homes and healthcare facilities but, rather, well integrated into, and respected by, society. She and her team are working to develop diagnostic, preventative and treatment measures and anticipate possible issues in advance of implementing these in society in order to develop solutions. Utsunomiya-Tate is collaborating with Senior Assistant Professor Genta Ito and an interdisciplinary team of researchers to identify pathogenic protein variants that suppress fibrillisation and aggregate formation, to elucidate the mechanism underlying the cell-to-cell transfer of Tau aggregates, and to develop gene therapy targeting the etiological proteins of dementia. The team also aims to understand how D-isomerisation of the amino acids constituting amyloid β and Tau protein is involved in the process of their fibrillisation and aggregation.
在日本,老龄化社会给老年痴呆症患者带来了沉重的护理负担。研究人员正在探索这种疾病的流行病学以及社会方面。这包括理解一个由痴呆症患者组成的运转良好的社会是什么样子的。Naoko Utsunomiya-Tate教授是日本东京大学制药科学学院生物分子化学实验室的实验室主任,主要从事两个重点研究领域:与痴呆症共生社会的构建 -™和阿尔茨海默病发病过程中致病蛋白消旋的生物物理和结构化学研究 -™。宇都宫-泰特设想了一个共生社会,在这个社会中,痴呆症患者不再躲在养老院和医疗机构里,而是很好地融入社会,并受到社会的尊重。她和她的团队正在努力开发诊断、预防和治疗措施,并在社会实施这些措施之前预测可能出现的问题,以制定解决方案。Utsunomiya-Tate正与高级助理教授Genta Ito和一个跨学科研究小组合作,鉴定抑制纤维化和聚集体形成的致病蛋白变异,阐明Tau聚集体细胞间转移的机制,并开发针对痴呆症病因蛋白的基因治疗。该团队还旨在了解构成淀粉样蛋白β和Tau蛋白的氨基酸的d -异构化如何参与它们的纤化和聚集过程。
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引用次数: 0
Investigation of the effect and prediction factors of bevacizumab on immunoregulation in glioblastoma 贝伐单抗对胶质母细胞瘤免疫调节的影响及预测因素的研究
Pub Date : 2023-04-14 DOI: 10.21820/23987073.2023.2.53
Toshihide Tanaka
Glioblastoma (GB) is one of the most common and malignant tumours that originates in the brain. It has a high likelihood of recurrence and a poor survival rate. Professor Toshihide Tanaka, Chief Medical Officer, Jikei University School of Medicine, conducts translational research based on clinical samples of glioblastoma tumours obtained from brain tumour surgery procedures as well as animal studies. He heads up a multidisciplinary team focused on the design and selection of personalised treatments for hypervascular malignant gliomas. In their current project, the researchers are investigating the use of Bevacizumab (Bev), a monoclonal antibody that targets vascular endothelial growth factor (VEGF). VEGF enhances tumour growth by changing the surrounding environment to one more favourable for tumour growth. The effect of Bev on cancers is transient and the mechanisms of resistance to Bev are yet to be investigated in detail. The researchers are therefore seeking to discover predictive biomarkers of microenvironment-targeted therapy for GB. In order to investigate the effect and prediction factors of Bev on immunoregulation in GB, Tanaka and the team perform in situ observations using histological techniques including immunohistochemistry using tumour tissues from patients who have undergone surgical resection. The researchers have been able to demonstrate a decrease in microvascular density and an improvement in the tumour microenvironment after treatment with Bev.
胶质母细胞瘤(GB)是最常见的恶性肿瘤之一,起源于大脑。它有很高的复发可能性,生存率很低。Jikei大学医学院首席医疗官Toshihide Tanaka教授基于从脑肿瘤手术过程中获得的胶质母细胞瘤肿瘤临床样本以及动物研究进行转化研究。他领导着一个多学科团队,专注于设计和选择针对高血管恶性胶质瘤的个性化治疗方法。在他们目前的项目中,研究人员正在研究贝伐单抗(Bevacizumab, Bev)的使用,这是一种针对血管内皮生长因子(VEGF)的单克隆抗体。VEGF通过改变周围环境使其更有利于肿瘤生长来促进肿瘤生长。Bev对癌症的作用是短暂的,对Bev的耐药机制还有待详细研究。因此,研究人员正在寻求发现微环境靶向治疗GB的预测性生物标志物。为了研究Bev对GB免疫调节的影响和预测因素,Tanaka和研究小组使用包括免疫组织化学在内的组织学技术对接受手术切除的患者的肿瘤组织进行了原位观察。研究人员已经能够证明使用Bev治疗后微血管密度降低,肿瘤微环境改善。
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引用次数: 0
Elevating global health together 共同提升全球健康水平
Pub Date : 2023-04-14 DOI: 10.21820/23987073.2023.2.4
L. Annette
The World Health Summit (WHS) is an international meeting for experts to discuss the most important issues facing global health care. The 2022 event was co-hosted by WHO, with more than 300 speakers and over 40 WHO experts. In his opening ceremony speech, WHO Director- General Tedros Adhanom Ghebreyesus drew links between the first summit in 2009, which was the year of the H1N1 pandemic and todayâ–™s backdrop of the ongoing COVID-19 pandemic. He said that the theme of the 2022 WHS is â–˜taking global health to a new levelâ–™ through a shared response and commitment, a new global architecture and a new global approach. He explained that this requires a new agreement based on â–˜a common vision, a new global health architecture that is coherent and inclusive, and a new global approach that prioritizes promoting health and preventing disease, rather than only treating the sickâ–™. As such, a new agreement or global accord will be established, ensuring nations of the world commit to bringing this vision to life. Ghebreyesus said that this global accord will â–˜provide an essential framework and foundation for other initiatives to keep the world safeâ–™ and will be based on a shared commitment to solidarity and equity, with countries working together rather than in competition with each other. Indeed, the countries will be involved in negotiating the agreement and it will be implemented according to their respective national laws.
世界卫生首脑会议(WHS)是专家讨论全球卫生保健面临的最重要问题的国际会议。2022年的活动由世卫组织共同主办,有300多名发言人和40多名世卫组织专家。世卫组织总干事谭德塞在开幕式致辞中指出,2009年是H1N1大流行之年,而今天 2019冠状病毒病大流行仍在持续。他说,2022年世界卫生大会的主题是“通过共同应对和承诺、新的全球架构和新的全球方法,将全球卫生提升到一个新的水平”。他解释说,这需要一项基于“共同愿景”的新协议,一种连贯和包容的新全球卫生架构,以及一种优先促进健康和预防疾病而不仅仅是治疗疾病的新全球方法 -™。因此,一项新的协议或全球协议将被确立,以确保世界各国致力于实现这一愿景。Ghebreyesus说,这一全球协议将为其他维护世界安全的倡议提供必要的框架和基础,并将基于对团结和公平的共同承诺,各国共同努力,而不是相互竞争。的确,各国将参与协定的谈判,并将根据各自的国家法律实施协定。
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引用次数: 0
Research for Community Oriented Approach for Comprehensive Healthcare in Emergency Situations (COACHES) 面向社区的紧急情况下综合医疗服务方法研究
Pub Date : 2023-04-14 DOI: 10.21820/23987073.2023.2.9
Mari Kinoshita
Japan has a high prevalence of natural disasters and it is essential that local and national governments and other organisations develop effective means of handling the impacts of disasters and the resulting emergencies. A research team led by Professor Mari Kinoshita based within the Faculty of Nursing at the University of Kochi in Japan has helped propose a system called the Community Oriented Approach for Comprehensive Healthcare in Emergency Situations (COACHES) that has the potential to be implemented across Japan and lead to more effective and efficient responses to the impacts of disasters and emergencies. Kinoshita has identified shortfalls with current methods of accumulating information about a disaster affected population and, through COACHES, wants to detect hidden or missed data and provide a whole picture of the situation to be able to provide more optimised relief. COACHES provides information to relief personnel that is vital in an emergency situation, including data on where the affected people are located and how they are doing at the present time, which enables rescue and relief teams to prioritise according to the most urgent need. Data is recorded so that it can be reviewed and analysed later, enabling continuous improvements.
日本自然灾害频发,地方和国家政府以及其他组织必须制定有效的手段来处理灾害的影响和由此产生的紧急情况。日本高知大学护理学院Mari Kinoshita教授领导的一个研究小组帮助提出了一个名为“紧急情况下全面医疗保健社区导向方法”(coach)的系统,该系统有可能在日本各地实施,并对灾害和紧急情况的影响做出更有效和高效的反应。木下发现了目前收集受灾人口信息的方法的不足,并希望通过coach发现隐藏或遗漏的数据,并提供情况的全貌,以便能够提供更优化的救济。教练组向救济人员提供在紧急情况下至关重要的信息,包括有关受影响人员所在位置以及他们目前情况的数据,使救援和救济小组能够根据最迫切的需要确定优先次序。数据被记录下来,以便以后进行审查和分析,从而实现持续改进。
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引用次数: 0
Elucidation of gastric motor function caused by gastroesophageal reflux in Rumination syndrome 反刍综合征胃食管反流对胃运动功能的影响
Pub Date : 2023-04-14 DOI: 10.21820/23987073.2023.2.45
K. Nakagawa
Rumination syndrome (RS) is a disease of the gastrointestinal (GI) tract characterised by repeated regurgitation of recently digested food back into the mouth. It can be difficult to distinguish from gastro-oesophageal reflux disease (GERD) and it is likely that many RS patients are treated for GERD due to being misdiagnosed. Assistant Professor Kenichiro Nakagawa is leading a team of experts based in the Division of Gastroenterology, Tohoku University Graduate School of Medicine, Japan, investigating the causes of gastroesophageal reflux. The researchers have already found that RS and GERD are very different in terms of pathology. They are using high-resolution impedance manometry (HRIM) as a diagnostic tool to comprehensively assess the motor function and bolus transit of food through the oesophagus. They are also utilising oesophageal multichannel intraluminal impedance-pH (MII-pH) monitoring to assess the pH of targeted oesophageal and gastric regions of the GI tract. In doing so, the team can pinpoint gastroesophageal reflux patterns, in turn highlighting the differences in gastroesophageal reflux patterns between RS and GERD patients and healthy control subjects. Using oesophagogastric scintigraphy, the researchers can compare the ratio of regurgitated food during gastroesophageal reflux in their three test groups, analysing where the food residue in RS and GERD patients and healthy control subjects localises in the proximal stomach.
反刍综合征(RS)是一种胃肠道疾病,其特征是将刚消化的食物反复反流回口腔。它很难与胃食管反流病(GERD)区分,很可能许多RS患者因被误诊而接受了GERD治疗。助理教授Kenichiro Nakagawa正在领导日本东北大学医学院消化病学部门的一个专家小组,调查胃食管反流的原因。研究人员已经发现RS和GERD在病理上有很大的不同。他们正在使用高分辨率阻抗测压仪(hrm)作为诊断工具,全面评估运动功能和食物通过食道的大剂量运输。他们还利用食管多通道腔内阻抗-pH (MII-pH)监测来评估胃肠道目标食道和胃区的pH值。通过这样做,研究小组可以精确定位胃食管反流模式,进而强调胃食管反流模式在RS和GERD患者与健康对照者之间的差异。通过使用食管胃闪烁成像技术,研究人员可以比较三个试验组胃食管反流期间反流食物的比例,分析RS和GERD患者和健康对照者的食物残渣位于胃近端何处。
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引用次数: 0
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