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Recent advances in artificial intelligence for pancreatic ductal adenocarcinoma

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摘要 Pancreatic ductal adenocarcinoma(PDAC)remains the most lethal type of cancer.The 5-year survival rate for patients with early-stage diagnosis can be as high as 20%,suggesting that early diagnosis plays a pivotal role in the prognostic improvement of PDAC cases.In the medical field,the broad availability of biomedical data has led to the advent of the“big data”era.To overcome this deadly disease,how to fully exploit big data is a new challenge in the era of precision medicine.Artificial intelligence(AI)is the ability of a machine to learn and display intelligence to solve problems.AI can help to transform big data into clinically actionable insights more efficiently,reduce inevitable errors to improve diagnostic accuracy,and make real-time predictions.AI-based omics analyses will become the next alterative approach to overcome this poor-prognostic disease by discovering biomarkers for early detection,providing molecular/genomic subtyping,offering treatment guidance,and predicting recurrence and survival.Advances in AI may therefore improve PDAC survival outcomes in the near future.The present review mainly focuses on recent advances of AI in PDAC for clinicians.We believe that breakthroughs will soon emerge to fight this deadly disease using AI-navigated precision medicine.
出处 《World Journal of Gastroenterology》 SCIE CAS 2021年第43期7480-7496,共17页 世界胃肠病学杂志(英文版)
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  • 1Tindara Franchina,Valeria Amodeo,Giuseppe Bronte,Giuseppina Savio,Giuseppina R.R. Ricciardi,Maria Picciotto,Antonio Russo,Antonio Giordano,Vincenzo Adamo.Circulating miR‐22, miR‐24 and miR‐34a as Novel Predictive Biomarkers to Pemetrexed‐Based Chemotherapy in Advanced Non‐Small Cell Lung Cancer[J]. J. Cell. Physiol. . 2014 (1) 被引量:1
  • 2Dhiraj Yadav,Albert B. Lowenfels.The Epidemiology of Pancreatitis and Pancreatic Cancer[J]. Gastroenterology . 2013 (6) 被引量:1
  • 3K. E. Poruk,D. Z. Gay,K. Brown,J. D. Mulvihill,K. M. Boucher,C. L. Scaife,M. A. Firpo,S. J. Mulvihill.The Clinical Utility of CA 19-9 in Pancreatic Adenocarcinoma: Diagnostic and Prognostic Updates[J]. Current Molecular Medicine . 2013 (3) 被引量:1
  • 4Bo Ling,Gui-Xue Wang,Guang Long,Ju-Hui Qiu,Zhong-Lei Hu.Tumor suppressor miR -22 suppresses lung cancer cell progression through post-transcriptional regulation of ErbB3[J]. Journal of Cancer Research and Clinical Oncology . 2012 (8) 被引量:1
  • 5N. Lubezky,S. Lowenstein,M. Ben-Haim,E. Brazowski,S. Marmor,M. Pasmanik-Chor,Varda Oron-Karni,G. Rechavi,J.M. Klausner,G. Lahat.MicroRNA Expression Signatures in Intraductal Papillary Mucinous Neoplasm of the Pancreas[J]. Surgery . 2012 被引量:1
  • 6Jun Shen,Sanford A. Stass,Feng Jiang.MicroRNAs as potential biomarkers in human solid tumors[J]. Cancer Letters . 2012 被引量:2
  • 7Xianwei Wang,Jianfeng Zhao,Jianhua Huang,Huihuan Tang,Shuyi Yu,Yuxiang Chen.The regulatory roles of miRNA and methylation on oncogene and tumor suppressor gene expression in pancreatic cancer cells[J]. Biochemical and Biophysical Research Communications . 2012 (1) 被引量:1
  • 8Wei Yan,Wei Zhang,Lihua Sun,Yanwei Liu,Gan You,Yongzhi Wang,Chunsheng Kang,Yongping You,Tao Jiang.Identification of MMP-9 specific microRNA expression profile as potential targets of anti-invasion therapy in glioblastoma multiforme[J]. Brain Research . 2011 被引量:1
  • 9Yi Ting,Daniel J. Medina,Roger K. Strair,Dale G. Schaar.Differentiation-associated miR-22 represses Max expression and inhibits cell cycle progression[J]. Biochemical and Biophysical Research Communications . 2010 (3) 被引量:1
  • 10ThomasGreither,Lukasz F.Grochola,AndrejUdelnow,ChristineLautenschl?ger,PeterWürl,HelgeTaubert.Elevated expression of microRNAs 155, 203, 210 and 222 in pancreatic tumors is associated with poorer survival[J]. Int. J. Cancer . 2009 (1) 被引量:1

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