Nature Reviews Gastroenterology &Hepatology最新文献

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Conceptual framework and expert guidance on intrapancreatic fat deposition: the Melbourne consensus 胰腺内脂肪沉积的概念框架和专家指导:墨尔本共识
IF 65.1 1区 医学
Nature Reviews Gastroenterology &Hepatology Pub Date : 2026-07-16 DOI: 10.1038/s41575-026-01224-6
Maxim S. Petrov, Hajime Yamazaki, Guotao Lu, Ahmad H. Al-Mrabeh, Claudio Luchini, Xiaowu Dong, Tsuyoshi Hamada, Yutong Liu, Hiroki Oyama, Susanne Rospleszcz, Saurabh Chawla, Yan Shen, Ethem Turgay Cerit, Idoia Labayen, John Virostko, Tuo Li, Cristina Cadenas-Sanchez, Laure Alexandre-Heymann, Reda Albadawy, Danijela Budimir Mršić, Giuseppe Della Pepa, Zhiyin Huang, Juyeon Ko, Xiaoyu Li, Sunitha Priya, Matheus Souza, , José Celso Ardengh, Mohamed Bilal Azam, Akif Bayyigit, Michele Bevere, Sakina H. Bharmal, Faraz Bishehsari, Roberto Bizzotto, Federico Caldart, James Cantley, Feng Cao, Udit Chauhan, Guozhong Chen, Ning Chen, Song Chen, Weigang Chen, Weiwei Chen, Sudipta Dhar Chowdhury, Nicolò De Pretis, Viviane Delghingaro-Augusto, Lihui Deng, Marcio Garrison Dytz, Bara El Kurdi, Amany A. Elbanna, Spiros Fourlanos, Gema Frühbeck, Louise M. Goff, Jorge Carvalho Guedes, Vishal Gupta, Nadia M. Hamdy, Chaoqun Han, Jianyu Hao, Ahmed Morad Hashim, Wenhua He, Guoyong Hu, Lianghao Hu, Brian Z. Huang, Haojie Huang, Heguang Huang, Wei Huang, Bei Ji, Meng Jin, Tej Joshi, Mehmet Kanbay, Ryul Kang, Shanlin Ke, Julia S. Kenkre, Lauren Khanna, Tawfik Khoury, Sarah Kilian, Niwen Kong, Xiangyu Kong, Bedriye Koyuncu Sokmen, Junji Kozawa, Mohammad Shafi Kuchay, Naotaka Kugiyama, Chani-Brynn Leybourne, Chengpeng Li, Guichen Li, Jing Li, Xinye Li, Weiqin Li, Hai Lin, Xinjuan Liu, Zhilan Liu, Jiajie Lu, Zipeng Lu, Chao Luo, Ke Lv, Ying Lv, Eva Marín-Serrano, David Marti-Aguado, Teresa L. Mastracci, Marwa Matboli, Paola Mattiolo, Bruno Pereira Melo, Jiarong Miao, Anoop Misra, Yousuke Nakai, Hussein Hassan Okasha, Claudia P. Oliveira, Aysegul Oz, Osman Özdoğan, Nonthalee Pausawasdi, Jie Peng, Shanta J. Persaud, Joanna M. Pienkowska, Tingyue Qi, Weiguang Qiao, Yi Qin, Ramesh Rajan, Hongbo Ren, Takahiko Sakaue, Sara A. Sedeek, Gabriel Q. Shaibi, Xiatiguli Shamaitijiang, Dong Shang, Qiao Shi, Xiaolei Shi, Shuhei Shinoda, Channabasappa Shivaprasad, Loren Skudder-Hill, Samantha A. Streicher, Charlotte Stuart, Tricia M-M Tan, Raymond Shing Yan Tang, Xiaowei Tang, Pengxian Tao, Ahmed Tawheed, E. Louise Thomas, Andrew T. Trout, Fatih Türker, Nicola Veronese, Cristiane A. Villela-Nogueira, Alexander von Kriegsheim, Meihua Wan, Rong Wan, Gang Wang, Shengfeng Wang, Wei Wang, Yaochen Wang, Zheng Wang, Wenping Wei, Li Wen, Dong Wu, Heshui Wu, Wenbin Wu, Katie Wynne, Liang Xia, Hong Xiang, Hongwei Xu, Kedong Xu, Qiang Xu, Hanieh Yaghootkar, Yong Yang, Cemal Yazici, Tao Yin, Ping Yu, Xiao Yu, Xiaoping Yu, Chenchen Yuan, Yue Zeng, Wenlong Zhai, Jasmine Zhang, Xiaofeng Zhang, Yao Zhang, Yingxin Zhang, Yun Zhang, Yi Zhao, Chunhua Zhou, Sisi Zhou, Changju Zhu, Kexiang Zhu, Qingtian Zhu, Xiaoliang Zhu, Yin Zhu, Duowu Zou, Wenbin Zou
{"title":"Conceptual framework and expert guidance on intrapancreatic fat deposition: the Melbourne consensus","authors":"Maxim S. Petrov, Hajime Yamazaki, Guotao Lu, Ahmad H. Al-Mrabeh, Claudio Luchini, Xiaowu Dong, Tsuyoshi Hamada, Yutong Liu, Hiroki Oyama, Susanne Rospleszcz, Saurabh Chawla, Yan Shen, Ethem Turgay Cerit, Idoia Labayen, John Virostko, Tuo Li, Cristina Cadenas-Sanchez, Laure Alexandre-Heymann, Reda Albadawy, Danijela Budimir Mršić, Giuseppe Della Pepa, Zhiyin Huang, Juyeon Ko, Xiaoyu Li, Sunitha Priya, Matheus Souza, , José Celso Ardengh, Mohamed Bilal Azam, Akif Bayyigit, Michele Bevere, Sakina H. Bharmal, Faraz Bishehsari, Roberto Bizzotto, Federico Caldart, James Cantley, Feng Cao, Udit Chauhan, Guozhong Chen, Ning Chen, Song Chen, Weigang Chen, Weiwei Chen, Sudipta Dhar Chowdhury, Nicolò De Pretis, Viviane Delghingaro-Augusto, Lihui Deng, Marcio Garrison Dytz, Bara El Kurdi, Amany A. Elbanna, Spiros Fourlanos, Gema Frühbeck, Louise M. Goff, Jorge Carvalho Guedes, Vishal Gupta, Nadia M. Hamdy, Chaoqun Han, Jianyu Hao, Ahmed Morad Hashim, Wenhua He, Guoyong Hu, Lianghao Hu, Brian Z. Huang, Haojie Huang, Heguang Huang, Wei Huang, Bei Ji, Meng Jin, Tej Joshi, Mehmet Kanbay, Ryul Kang, Shanlin Ke, Julia S. Kenkre, Lauren Khanna, Tawfik Khoury, Sarah Kilian, Niwen Kong, Xiangyu Kong, Bedriye Koyuncu Sokmen, Junji Kozawa, Mohammad Shafi Kuchay, Naotaka Kugiyama, Chani-Brynn Leybourne, Chengpeng Li, Guichen Li, Jing Li, Xinye Li, Weiqin Li, Hai Lin, Xinjuan Liu, Zhilan Liu, Jiajie Lu, Zipeng Lu, Chao Luo, Ke Lv, Ying Lv, Eva Marín-Serrano, David Marti-Aguado, Teresa L. Mastracci, Marwa Matboli, Paola Mattiolo, Bruno Pereira Melo, Jiarong Miao, Anoop Misra, Yousuke Nakai, Hussein Hassan Okasha, Claudia P. Oliveira, Aysegul Oz, Osman Özdoğan, Nonthalee Pausawasdi, Jie Peng, Shanta J. Persaud, Joanna M. Pienkowska, Tingyue Qi, Weiguang Qiao, Yi Qin, Ramesh Rajan, Hongbo Ren, Takahiko Sakaue, Sara A. Sedeek, Gabriel Q. Shaibi, Xiatiguli Shamaitijiang, Dong Shang, Qiao Shi, Xiaolei Shi, Shuhei Shinoda, Channabasappa Shivaprasad, Loren Skudder-Hill, Samantha A. Streicher, Charlotte Stuart, Tricia M-M Tan, Raymond Shing Yan Tang, Xiaowei Tang, Pengxian Tao, Ahmed Tawheed, E. Louise Thomas, Andrew T. Trout, Fatih Türker, Nicola Veronese, Cristiane A. Villela-Nogueira, Alexander von Kriegsheim, Meihua Wan, Rong Wan, Gang Wang, Shengfeng Wang, Wei Wang, Yaochen Wang, Zheng Wang, Wenping Wei, Li Wen, Dong Wu, Heshui Wu, Wenbin Wu, Katie Wynne, Liang Xia, Hong Xiang, Hongwei Xu, Kedong Xu, Qiang Xu, Hanieh Yaghootkar, Yong Yang, Cemal Yazici, Tao Yin, Ping Yu, Xiao Yu, Xiaoping Yu, Chenchen Yuan, Yue Zeng, Wenlong Zhai, Jasmine Zhang, Xiaofeng Zhang, Yao Zhang, Yingxin Zhang, Yun Zhang, Yi Zhao, Chunhua Zhou, Sisi Zhou, Changju Zhu, Kexiang Zhu, Qingtian Zhu, Xiaoliang Zhu, Yin Zhu, Duowu Zou, Wenbin Zou","doi":"10.1038/s41575-026-01224-6","DOIUrl":"https://doi.org/10.1038/s41575-026-01224-6","url":null,"abstract":"","PeriodicalId":18793,"journal":{"name":"Nature Reviews Gastroenterology &Hepatology","volume":"11 1","pages":""},"PeriodicalIF":65.1,"publicationDate":"2026-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148459257","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mechanisms and clinical outcomes linking HLA-DRB1*01:03 and IBD HLA-DRB1*01:03与IBD相关的机制和临床结果
IF 57.5 1区 医学
Nature Reviews Gastroenterology &Hepatology Pub Date : 2026-07-13 DOI: 10.1038/s41575-026-01233-5
Jordan Hindson
{"title":"Mechanisms and clinical outcomes linking HLA-DRB1*01:03 and IBD","authors":"Jordan Hindson","doi":"10.1038/s41575-026-01233-5","DOIUrl":"10.1038/s41575-026-01233-5","url":null,"abstract":"","PeriodicalId":18793,"journal":{"name":"Nature Reviews Gastroenterology &Hepatology","volume":"23 8","pages":"606-606"},"PeriodicalIF":57.5,"publicationDate":"2026-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148432091","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Features of immune microenvironment associated with colorectal polyp development 免疫微环境与结直肠息肉发生的关系
IF 57.5 1区 医学
Nature Reviews Gastroenterology &Hepatology Pub Date : 2026-07-13 DOI: 10.1038/s41575-026-01230-8
Jordan Hindson
{"title":"Features of immune microenvironment associated with colorectal polyp development","authors":"Jordan Hindson","doi":"10.1038/s41575-026-01230-8","DOIUrl":"10.1038/s41575-026-01230-8","url":null,"abstract":"","PeriodicalId":18793,"journal":{"name":"Nature Reviews Gastroenterology &Hepatology","volume":"23 8","pages":"606-606"},"PeriodicalIF":57.5,"publicationDate":"2026-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148432094","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
EASL Congress 2026 2026年美国外语教学大会。
IF 57.5 1区 医学
Nature Reviews Gastroenterology &Hepatology Pub Date : 2026-07-10 DOI: 10.1038/s41575-026-01231-7
Jordan Hindson
{"title":"EASL Congress 2026","authors":"Jordan Hindson","doi":"10.1038/s41575-026-01231-7","DOIUrl":"10.1038/s41575-026-01231-7","url":null,"abstract":"","PeriodicalId":18793,"journal":{"name":"Nature Reviews Gastroenterology &Hepatology","volume":"23 8","pages":"606-606"},"PeriodicalIF":57.5,"publicationDate":"2026-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148422500","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advancing liver health in a shifting global landscape 在不断变化的全球环境中促进肝脏健康。
IF 57.5 1区 医学
Nature Reviews Gastroenterology &Hepatology Pub Date : 2026-07-07 DOI: 10.1038/s41575-026-01228-2
{"title":"Advancing liver health in a shifting global landscape","authors":"","doi":"10.1038/s41575-026-01228-2","DOIUrl":"10.1038/s41575-026-01228-2","url":null,"abstract":"Global liver health is at a pivotal moment, marked by a rising steatotic liver disease burden alongside stalled progress in viral hepatitis elimination. Strengthening prevention and access to care is essential to reduce inequities, morbidity and mortality worldwide.","PeriodicalId":18793,"journal":{"name":"Nature Reviews Gastroenterology &Hepatology","volume":"23 8","pages":"603-603"},"PeriodicalIF":57.5,"publicationDate":"2026-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.comhttps://www.nature.com/articles/s41575-026-01228-2.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148400886","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The mesenteric model of abdominal anatomy 腹部解剖的肠系膜模型。
IF 57.5 1区 医学
Nature Reviews Gastroenterology &Hepatology Pub Date : 2026-07-06 DOI: 10.1038/s41575-026-01227-3
J. Calvin Coffey, Dara Walsh, Peter Dockery
{"title":"The mesenteric model of abdominal anatomy","authors":"J. Calvin Coffey, Dara Walsh, Peter Dockery","doi":"10.1038/s41575-026-01227-3","DOIUrl":"10.1038/s41575-026-01227-3","url":null,"abstract":"The mesenteric model is a new anatomy of the abdomen that defines a mesentery-based organ system unifying structure, development and function, reveals system-level mechanisms of disease, enables targeted therapies, and provides a coherent scientific foundation for integrating biological research with clinical practice across both abdominal and systematic medicine.","PeriodicalId":18793,"journal":{"name":"Nature Reviews Gastroenterology &Hepatology","volume":"23 9","pages":"669-670"},"PeriodicalIF":57.5,"publicationDate":"2026-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148393727","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Regional organization of nutrient absorption across the small intestine 横跨小肠的营养吸收的区域性组织。
IF 57.5 1区 医学
Nature Reviews Gastroenterology &Hepatology Pub Date : 2026-07-02 DOI: 10.1038/s41575-026-01225-5
Rachel K. Zwick, Mark Sharpley, Jérémie Rispal, Shervin Rabizadeh, Dario Boffelli, Ophir D. Klein
{"title":"Regional organization of nutrient absorption across the small intestine","authors":"Rachel K. Zwick, Mark Sharpley, Jérémie Rispal, Shervin Rabizadeh, Dario Boffelli, Ophir D. Klein","doi":"10.1038/s41575-026-01225-5","DOIUrl":"10.1038/s41575-026-01225-5","url":null,"abstract":"The small-intestinal epithelium must simultaneously enable functions that are spatially compartmentalized along the length of the organ: nutrient absorption and protection against environmental insults. Although regional differences within the intestine have been recognized for centuries, only now has a comprehensive framework emerged to define this organization at molecular, cellular and functional levels. In this Review, we highlight the epigenetic and transcriptional features of small-intestinal zonation across longitudinal and apical–basal axes, and we examine the molecular mechanisms that establish regional gene expression profiles in epithelial cells during development and that maintain these distinctions into adulthood. We integrate these molecular insights with physiological data to present a refined model of the functional landscape of nutrient absorption. Finally, we discuss gastrointestinal diseases that target specific intestinal regions, underscoring the importance of understanding local tissue environments within this highly regionalized organ. The mammalian small intestine is spatially segregated across its length according to distinct processes and functions, including nutrient absorption and protection against environmental insults such as pathogens. This Review examines the regional organization of the small-intestinal epithelium, highlighting molecular, cellular and functional features during development and disease.","PeriodicalId":18793,"journal":{"name":"Nature Reviews Gastroenterology &Hepatology","volume":"23 10","pages":"741-759"},"PeriodicalIF":57.5,"publicationDate":"2026-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148372541","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Engineering immune cell therapies for inflammatory bowel disease: from stem cells to CAR T cells 炎性肠病的工程免疫细胞疗法:从干细胞到CAR - T细胞。
IF 57.5 1区 医学
Nature Reviews Gastroenterology &Hepatology Pub Date : 2026-06-30 DOI: 10.1038/s41575-026-01226-4
Markus F. Neurath, Raja Atreya, Jean-Frederic Colombel, Saurabh Mehandru
{"title":"Engineering immune cell therapies for inflammatory bowel disease: from stem cells to CAR T cells","authors":"Markus F. Neurath, Raja Atreya, Jean-Frederic Colombel, Saurabh Mehandru","doi":"10.1038/s41575-026-01226-4","DOIUrl":"10.1038/s41575-026-01226-4","url":null,"abstract":"Despite the development of novel small molecules and antibody-based therapies targeting pro-inflammatory immune pathways, the clinical management of inflammatory bowel disease (IBD) remains challenging. In this Perspective, we highlight emerging treatment strategies with a focus on engineered cellular immunotherapies, including stem cell-based approaches, regulatory T cell and type 1 regulatory T cell therapies, as well as chimeric antigen receptor (CAR) T cell platforms (CAR T cells, CAR Treg cells). Early-stage studies using haematopoietic and mesenchymal stem cells have yielded promising clinical results, although the safety and efficacy of such therapies require further careful validation. Moreover, efforts in immune cell engineering are now directed towards the expansion and adoptive transfer of allogeneic IL-10-producing type 1 regulatory T cells and autologous transforming growth factor-β-secreting regulatory T cells, which are currently being evaluated in early-stage clinical trials. Notably, a recent case report demonstrated that CD19-targeted CAR T cell therapy can induce long-term remission of intestinal inflammation in ulcerative colitis, highlighting a potential pathogenic role of mucosal B cells and plasmablasts in ulcerative colitis and underscoring the transformative therapeutic potential of CAR T cell strategies in IBD. Although these approaches offer exciting therapeutic prospects in IBD, rigorous prospective and controlled clinical trials are essential to fully assess their safety and efficacy. In this Perspective, Neurath and colleagues discuss immune cell therapies for inflammatory bowel disease, including stem cell-based approaches, regulatory T cell therapies and chimeric antigen receptor T cell therapies. They also discuss future directions for research.","PeriodicalId":18793,"journal":{"name":"Nature Reviews Gastroenterology &Hepatology","volume":"23 10","pages":"791-801"},"PeriodicalIF":57.5,"publicationDate":"2026-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148361547","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Actin cytoskeletal dynamics in hepatic myofibroblasts and fibrosis 肝肌成纤维细胞和纤维化的肌动蛋白细胞骨架动力学。
IF 57.5 1区 医学
Nature Reviews Gastroenterology &Hepatology Pub Date : 2026-06-29 DOI: 10.1038/s41575-026-01223-7
Zengdun Shi, Don C. Rockey
{"title":"Actin cytoskeletal dynamics in hepatic myofibroblasts and fibrosis","authors":"Zengdun Shi, Don C. Rockey","doi":"10.1038/s41575-026-01223-7","DOIUrl":"10.1038/s41575-026-01223-7","url":null,"abstract":"Fibrosis represents a pathological wound-healing response that occurs after nearly any type of organ injury and has been estimated to lead to half of all deaths in the industrialized world. Current evidence indicates that the extracellular matrix in the fibrotic lesion is primarily produced by activated fibroblasts and/or myofibroblasts. In the liver, the key fibrosis effector cell is the hepatic stellate cell (HSC), which undergoes phenotypic switching from a quiescent (normal) state to a hepatic myofibroblast (activated state). The classic signature for the activated HSC is not only upregulation of various extracellular matrix mRNAs and proteins, particularly type 1 collagen, but also the de novo expression of multiple smooth muscle mRNAs and proteins, including the smooth muscle isoform of actin (smooth muscle α-actin), which supports a robust actin cytoskeleton. Growing evidence indicates that the actin cytoskeleton has a critical role in multiple essential HSC activities during the wound-healing response, including cell migration, contraction, signal transduction and matrix gene expression. In this Review, we focus on the role of the actin cytoskeleton and the molecular processes linking this critically important cellular structure to the cell biology of fibrosis. Liver fibrosis drives chronic liver disease and liver cancer. This Review dissects how actin cytoskeleton dynamics and related pathways govern hepatic stellate activation and fibrogenesis with implications for targeted therapy.","PeriodicalId":18793,"journal":{"name":"Nature Reviews Gastroenterology &Hepatology","volume":"23 10","pages":"760-775"},"PeriodicalIF":57.5,"publicationDate":"2026-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148349229","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Synthetic data generation: challenges and perspectives for gastrointestinal medicine 合成数据生成:胃肠医学的挑战和前景。
IF 57.5 1区 医学
Nature Reviews Gastroenterology &Hepatology Pub Date : 2026-06-17 DOI: 10.1038/s41575-026-01216-6
Panagiota Gatoula, Dimitris K. Iakovidis, Dimitrios E. Diamantis, Vajira Thambawita, Thomas de Lange, Anastasios Koulaouzidis
{"title":"Synthetic data generation: challenges and perspectives for gastrointestinal medicine","authors":"Panagiota Gatoula, Dimitris K. Iakovidis, Dimitrios E. Diamantis, Vajira Thambawita, Thomas de Lange, Anastasios Koulaouzidis","doi":"10.1038/s41575-026-01216-6","DOIUrl":"10.1038/s41575-026-01216-6","url":null,"abstract":"In the era of artificial intelligence, machines are demonstrating an unprecedented capacity to learn from massive amounts of real-world data to perform human-like cognitive processes, enabling them to recognize environments, objects, and conditions and make critical decisions more accurately than ever. In the medical field, the potential to generate realistic, privacy-preserving, unbiased synthetic data can be the key to unlocking the potential of artificial intelligence in medicine and overcoming the current barriers such as data privacy concerns and high data curation costs. Advanced data-driven solutions could lead towards more robust clinical decision support systems and enhanced clinical training. This Perspective critically examines current and emerging advances in synthetic data generation, and highlights its anticipated transformational effect for early and efficient prevention, diagnosis and treatment of gastrointestinal diseases. Research challenges and directions are identified for leveraging the benefits of synthetic data as well as translating and adopting them in clinical workflows. The advent of artificial intelligence modalities signifies new advances in medical practice. This Perspective discusses synthetic data generation in the context of gastrointestinal medicine and provides insights into challenges and limitations.","PeriodicalId":18793,"journal":{"name":"Nature Reviews Gastroenterology &Hepatology","volume":"23 10","pages":"776-790"},"PeriodicalIF":57.5,"publicationDate":"2026-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148272299","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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