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Reintam Blaser A, Koitmäe M, Laisaar KT, Forbes A, Kase K, Kiisk E, Murruste M, Reim M, Starkopf J, Tamme K. Radiological diagnosis of acute mesenteric ischemia in adult patients: a systematic review and meta-analysis. Sci Rep 2025; 15:9875. [PMID: 40119151 PMCID: PMC11928508 DOI: 10.1038/s41598-025-94846-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2025] [Accepted: 03/17/2025] [Indexed: 03/24/2025] Open
Abstract
Computed tomography (CT) is widely used in diagnosing acute mesenteric ischemia (AMI), but robust identification of distinctive subtypes and stages of progression is lacking. Systematic literature search in PubMed, Cochrane Library, Web of Science and Scopus was conducted in May 2024. Studies including at least 10 adult patients and reporting radiological diagnosis of AMI versus no AMI or transmural ischemia versus no transmural ischemia were included. Meta-analyses on sensitivity and specificity of different radiological features in diagnosing AMI were conducted. From 2628 titles, 490 studies underwent full text review, and 81 were included in 14 meta-analyses. Diagnostic accuracy of CT angiography (CTA) was high - sensitivity of 92.0% and specificity of 98.8% (I2 45% and 79%, respectively), but lower for other CT protocols (sensitivity 75.8 and specificity 90.5; I2 83%). In most included studies, distinction of subtypes and severity of AMI (non-transmural or transmural) was not possible. Amongst the non-vascular features, absent/reduced bowel wall enhancement provided the best prognostic value (sensitivity 57.9 and specificity 90.1). CTA is the method of choice for diagnosing AMI with high diagnostic accuracy. None of the non-vascular features alone is sufficiently reliable to diagnose AMI or its progression to transmural necrosis, whereas a combination of different radiological features conveys a potential.
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Affiliation(s)
- Annika Reintam Blaser
- Institute of Clinical Medicine, University of Tartu, Tartu, Estonia.
- Department of Intensive Care Medicine, Lucerne Cantonal Hospital, Lucerne, Switzerland.
| | - Merli Koitmäe
- Institute of Mathematics and Statistics, University of Tartu, Tartu, Estonia
- Estonian Genome Center, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Kaja-Triin Laisaar
- Institute of Family Medicine and Public Health, University of Tartu, Tartu, Estonia
| | - Alastair Forbes
- Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - Karri Kase
- Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
- Department of General and Plastic Surgery, Tartu University Hospital, Tartu, Estonia
| | - Ele Kiisk
- Institute of Family Medicine and Public Health, University of Tartu, Tartu, Estonia
| | - Marko Murruste
- Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
- Department of General and Plastic Surgery, Tartu University Hospital, Tartu, Estonia
| | - Martin Reim
- Department of Radiology, Tartu University Hospital, Tartu, Estonia
| | - Joel Starkopf
- Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
- Department of Anaesthesiology and Intensive Care, Tartu University Hospital, Tartu, Estonia
| | - Kadri Tamme
- Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
- Department of Anaesthesiology and Intensive Care, Tartu University Hospital, Tartu, Estonia
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Tolonen M, Vikatmaa P. Diagnosis and management of acute mesenteric ischemia: What you need to know. J Trauma Acute Care Surg 2025:01586154-990000000-00933. [PMID: 40107963 DOI: 10.1097/ta.0000000000004585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/22/2025]
Abstract
ABSTRACT Acute mesenteric ischemia (AMI) is associated with high mortality rates. There are multiple challenges to establishing an accurate early diagnosis and providing state-of-the-art care for AMI patients. A high index of suspicion is key for early diagnosis. Once suspicion is raised, a triphasic computed tomography angiography is the essential diagnostic tool. Avoiding delays, using hybrid operating rooms and contemporary revascularization techniques for arterial occlusive AMI, can significantly improve the prognosis. Regional health care systems should be developed to direct AMI patients into centers with sufficient capabilities for providing all aspects of care at all hours. The acute care surgeon has a central role in performing laparotomies and bowel resections when needed and coordinating the management flow in close collaboration with vascular surgeons and interventional radiologists for prompt and effective revascularization. A significant share of patients with an arterial occlusive AMI can be managed by endovascular revascularization without the need for a laparotomy. There are no reliable tools for predicting transmural bowel necrosis, and individual assessment and clinical experience are very important in decision-making when choosing between laparotomy and close observation. During laparotomy, an atherosclerotic occlusion at the root of the superior mesenteric artery can be stented by using a retrograde open mesenteric or percutaneous approach, and surgical bypass is seldom needed. Using hospital-specific management pathways is very useful for the standardization of care in arterial occlusive AMI. In venous AMI, systemic anticoagulation is sufficient in most cases. In patients whose symptoms do not resolve, there are various options for endovascular and surgical revascularization. In nonocclusive mesenteric ischemia, prevention by maintaining sufficient abdominal perfusion pressure is key. High-level evidence is scarce, but with current knowledge, the prognosis of AMI patients has plenty of room for improvement.
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Affiliation(s)
- Matti Tolonen
- From the Department of Abdominal Surgery (M.T.), HUS Abdominal Center; and Department of Vascular Surgery (P.V.), Abdominal Center, Helsinki University Hospital, University of Helsinki, Helsinki, Finland
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Chen Y, Zhang Z, Ni H, Yu G, Huang J, Lyu H. Development and internal validation of a clinical-radiomic nomogram for predicting bowel resection in acute superior mesenteric venous thrombosis. Abdom Radiol (NY) 2025; 50:1090-1098. [PMID: 39276187 DOI: 10.1007/s00261-024-04567-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2024] [Revised: 08/25/2024] [Accepted: 08/30/2024] [Indexed: 09/16/2024]
Affiliation(s)
- Yongchun Chen
- Department of Radiology, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou, China
| | - Zhongjing Zhang
- Department of Vascular Surgery, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou, China
| | - Haizhen Ni
- Department of Vascular Surgery, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou, China
| | - Guanfeng Yu
- Department of Vascular Surgery, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou, China
| | - Jingyong Huang
- Department of Vascular Surgery, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou, China
| | - Heping Lyu
- Department of Vascular Surgery, The First Affiliated Hospital, Wenzhou Medical University, Wenzhou, China.
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Kamohara K, Miyazaki Y, Nakahashi H, Furuya K, Doi M, Shimomura O, Hashimoto S, Takahashi K, Owada Y, Ogawa K, Ohara Y, Akashi Y, Enomoto T, Oda T. Idiopathic superior mesenteric venous thrombosis requiring bowel resection: a report of four cases. Surg Case Rep 2024; 10:122. [PMID: 38743303 PMCID: PMC11093935 DOI: 10.1186/s40792-024-01916-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Accepted: 04/30/2024] [Indexed: 05/16/2024] Open
Abstract
BACKGROUND Superior mesenteric venous thrombosis (SMVT) is mostly treated with anticoagulation therapy; however, SMVT can lead to irreversible bowel ischemia and require bowel resection in the acute or subacute phase. CASE PRESENTATION We report four cases of SMVT that required careful observation and bowel resection. Case 1: A 71-year-old man presented with abdominal pain, diarrhea, and vomiting that showed a completely occluded SMV with thrombus and small bowel ischemia. Case 2: A 47-year-old man presented with abdominal pain, peritoneal irritation symptoms, and a completely occluded SMV with thrombus, ischemia of the small bowel, and massive ascites. Case 3: A 68-year-old man presented with abdominal pain and vomiting for several days and showed a partially occluded SMV with a thrombus, bowel ischemia, and massive ascites. Case 4: A 68-year-old man presented with acute abdominal pain and a partially occluded SMV with thrombus and bowel edema without ischemic changes. Anticoagulation therapy was administered; however, 3 days later, abdominal pain and bowel ischemia worsened. Bowel resection was performed in all cases. CONCLUSIONS Most idiopathic SMVT cases can be treated with anticoagulation therapy or endovascular thrombectomy. However, in cases with peritoneal irritation signs, these treatments may be ineffective, and bowel resection may be required.
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Affiliation(s)
- Kazuto Kamohara
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba , Japan, Ibaraki, 305-8575
| | - Yoshihiro Miyazaki
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba , Japan, Ibaraki, 305-8575.
| | - Hiromitsu Nakahashi
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba , Japan, Ibaraki, 305-8575
| | - Kinji Furuya
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba , Japan, Ibaraki, 305-8575
| | - Manami Doi
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba , Japan, Ibaraki, 305-8575
| | - Osamu Shimomura
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba , Japan, Ibaraki, 305-8575
| | - Shinji Hashimoto
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba , Japan, Ibaraki, 305-8575
| | - Kazuhiro Takahashi
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba , Japan, Ibaraki, 305-8575
| | - Yohei Owada
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba , Japan, Ibaraki, 305-8575
| | - Koichi Ogawa
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba , Japan, Ibaraki, 305-8575
| | - Yusuke Ohara
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba , Japan, Ibaraki, 305-8575
| | - Yoshimasa Akashi
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba , Japan, Ibaraki, 305-8575
| | - Tsuyoshi Enomoto
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba , Japan, Ibaraki, 305-8575
| | - Tatsuya Oda
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba , Japan, Ibaraki, 305-8575
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Garzelli L, Ben Abdallah I, Nuzzo A, Zappa M, Corcos O, Dioguardi Burgio M, Cazals-Hatem D, Rautou PE, Vilgrain V, Calame P, Ronot M. Insights into acute mesenteric ischaemia: an up-to-date, evidence-based review from a mesenteric stroke centre unit. Br J Radiol 2023; 96:20230232. [PMID: 37493183 PMCID: PMC10607400 DOI: 10.1259/bjr.20230232] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 05/16/2023] [Accepted: 05/17/2023] [Indexed: 07/27/2023] Open
Abstract
Radiologists play a central role in the diagnostic and prognostic evaluation of patients with acute mesenteric ischaemia (AMI). Unfortunately, more than half of AMI patients undergo imaging with no prior suspicion of AMI, making identifying this disease even more difficult. A confirmed diagnosis of AMI is ideally made with dynamic contrast-enhanced CT but the diagnosis may be made on portal-venous phase images in appropriate clinical settings. AMI is diagnosed on CT based on the identification of vascular impairment and bowel ischaemic injury with no other cause. Moreover, radiologists must evaluate the probability of bowel necrosis, which will influence the treatment options.AMI is usually separated into different entities: arterial, venous, non-occlusive and ischaemic colitis. Arterial AMI can be occlusive or stenotic, the dominant causes being atherothrombosis, embolism and isolated superior mesenteric artery (SMA) dissection. The main finding in the bowel is decreased wall enhancement, and necrosis can be suspected when dilatation >25 mm is identified. Venous AMI is related to superior mesenteric vein (SMV) thrombosis as a result of a thrombophilic state (acquired or inherited), local injury (cancer, inflammation or trauma) or underlying SMV insufficiency. The dominant features in the bowel are hypoattenuating wall thickening with submucosal oedema. Decreased enhancement of the involved bowel suggests necrosis. Non-occlusive mesenteric ischaemia (NOMI) is related to impaired SMA flow following global hypoperfusion associated with low-flow states. There are numerous findings in the bowel characterised by diffuse extension. An absence of bowel enhancement and a thin bowel wall suggest necrosis in NOMI. Finally, ischaemic colitis is a sub-entity of arterial AMI and reflects localised colon ischaemia-reperfusion injury. The main CT finding is a thickened colon wall with fat stranding, which seems to be unrelated to SMA or inferior mesenteric artery lesions. A precise identification and description of vascular lesions, bowel involvement and features associated with transmural necrosis is needed to determine patient treatment and outcome.
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Affiliation(s)
| | - Iannis Ben Abdallah
- Université Paris Cité, France & Service de chirurgie vasculaire, Hôpital Bichat, APHP.Nord, Paris, France
| | - Alexandre Nuzzo
- Intestinal Stroke Center, Service de gastroenterologie, MICI et Insuffisance intestinale, Hôpital Beaujon, APHP.Nord, Clichy, France
| | - Magaly Zappa
- Université des Antilles & Service de radiologie, Centre Hospitalier André Rosemon, Cayenne, France
| | - Olivier Corcos
- Intestinal Stroke Center, Service de gastroenterologie, MICI et Insuffisance intestinale, Hôpital Beaujon, APHP.Nord, Clichy, France
| | - Marco Dioguardi Burgio
- Université Paris Cité, France & Service de radiologie, Hôpital Beaujon, APHP.Nord, Clichy, France
| | - Dominique Cazals-Hatem
- Université Paris Cité, France & Service d’anatomopathologie, Hôpital Beaujon, APHP.Nord, Clichy, France
| | - Pierre-Emmanuel Rautou
- Université Paris Cité, France & Service d’hépatologie, Hôpital Beaujon, APHP.Nord, Clichy, France
| | - Valérie Vilgrain
- Université Paris Cité, France & Service de radiologie, Hôpital Beaujon, APHP.Nord, Clichy, France
| | - Paul Calame
- Université Bourgogne Franche-comté, Service de radiologie, CHU Besançon, France
| | - Maxime Ronot
- Université Paris Cité, France & Service de radiologie, Hôpital Beaujon, APHP.Nord, Clichy, France
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Wu W, He J, Zhang S, Zeng C, Wang Q. Basic demographic characteristics and prevalence of comorbidities in acute mesenteric ischemia: a systematic review and proportional meta-analysis. Scand J Gastroenterol 2023; 58:605-618. [PMID: 36458699 DOI: 10.1080/00365521.2022.2152289] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 11/19/2022] [Accepted: 11/22/2022] [Indexed: 12/03/2022]
Abstract
PURPOSE The aim of this systematic review and meta-analysis was to examine and assess the basic demographic characteristics and prevalence of comorbidities in acute mesenteric ischemia (AMI) and its various subtypes. PATIENTS AND METHODS A literature search was conducted by using the databases PubMed, EMBASE, and Google Scholar (to June 1, 2022). Random-effects or fixed-effects models were selected to pool means and proportions and their corresponding 95% confidence intervals (CI), based on heterogeneity between studies. The results of meta-analyses for basic demographic characteristics and prevalence (proportions) of each specific comorbidities of acute mesenteric ischemia (AMI) and its various subtypes were described. RESULTS Ninety-nine studies were included in the meta-analysis, including 17,103 patients with AMI. Furthermore, 7941 patients with subclass diagnoses of AMI were identified, including 3,239 patients with arterial occlusive mesenteric ischemia (AOMI), 2,977 patients with nonocclusive mesenteric ischemia (NOMI), and 1,725 patients with mesenteric venous thrombosis (MVT). As a surgical emergency, AMI is associated with older patients and a high likelihood of multisystem comorbidities. Comorbidities of AMI involved multiple systemic diseases, including cardiovascular disease, endocrine and metabolic diseases, kidney diseases, digestive diseases, respiratory diseases, cerebrovascular diseases, vascular diseases, and cancer. CONCLUSION The basic demographic characteristics and the prevalence of comorbidities of different subtypes of AMI are different. The management of comorbidities should be an essential part of improving the prognosis of AMI patients and may contribute to precise prevention of AMI.
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Affiliation(s)
- Wenhan Wu
- Department of General Surgery (Gastrointestinal Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Jia He
- Faculty Affairs and Human Resources Management Department, Southwest Medical University, Luzhou, China
| | - Shijian Zhang
- School of Clinical Medicine, Southwest Medical University, Luzhou, China
| | - Changtong Zeng
- School of Clinical Medicine, Southwest Medical University, Luzhou, China
| | - Qifa Wang
- School of Clinical Medicine, Southwest Medical University, Luzhou, China
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Zeng Y, Yang F, Hu X, Zhu F, Chen W, Lin W. Radiological predictive factors of transmural intestinal necrosis in acute mesenteric ischemia: systematic review and meta-analysis. Eur Radiol 2023; 33:2792-2799. [PMID: 36449058 DOI: 10.1007/s00330-022-09258-5] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 09/25/2022] [Accepted: 10/19/2022] [Indexed: 12/05/2022]
Abstract
OBJECTIVE Transmural intestinal necrosis (TIN) is related to high mortality in patients with acute mesenteric ischemia (AMI). Radiological predictive factors of TIN in AMI remains controversial. This study aimed to identify the CT-based predictive factors of TIN in AMI. METHODS EMBASE and PUBMED were searched for publications predicting TIN using radiological features. Quality Assessment of Diagnostic Accuracy Studies-2 was used to assess the methodological quality of individual studies. Data were presented in terms of diagnostic odds ratio (DOR), sensitivity, specificity, and 95% confidence interval (CI). The random-effects models were used for the meta-analysis. RESULTS Eleven studies including 1037 cases with AMI were considered. The meta-analysis showed that bowel wall thinning (DOR = 13.10; 95% CI: 3.71, 46.25), decreased or absent bowel wall enhancement (DOR = 5.77; 95% CI: 2.95, 11.30), bowel dilation (DOR = 3.23; 95% CI: 2.03, 5.15), pneumatosis intestinalis (DOR = 5.78; 95% CI: 2.24, 14.95), porto-mesenteric venous gas (DOR = 5.36; 95% CI: 2.14, 13.40), and arterial occlusive AMI (DOR = 2.66; 95% CI: 1.53, 4.63) were risk factors for predicting TIN. Bowel wall thinning and porto-mesenteric venous gas displayed high specificity to diagnose TIN (98%, 95%, respectively). The subgroup analysis showed that decreased or absent bowel wall enhancement (DOR = 8.23; 95% CI: 4.67, 14.51) and bowel dilation (DOR = 3.14; 95% CI: 1.55, 6.39) were predictors of TIN in venous occlusive AMI, which were not related to TIN in arterial-origin AMI. CONCLUSIONS For predicting TIN, there are specific radiological features. The radiological predictors of TIN may differ according to the various causes of AMI. Future primary studies should further evaluate the relationships between radiological signs and TIN based on different etiologies. KEY POINTS • Bowel wall thinning, decreased or absent bowel wall enhancement, bowel dilation, pneumatosis intestinalis, porto-mesenteric venous gas, and arterial occlusive AMI were risk factors for predicting TIN. • Decreased or absent bowel wall enhancement and bowel dilation were predictors of TIN in venous occlusive AMI, which were not related to TIN in arterial-origin AMI.
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Affiliation(s)
- Yi Zeng
- Department of Radiology, Sichuan Province Orthopedic Hospital, Chengdu, 610041, Sichuan, China
| | - Fan Yang
- Department of Radiology, Chengdu First People's Hospital, Chengdu, 610041, Sichuan, China
| | - Xiaoyan Hu
- Department of Radiology, Chengdu First People's Hospital, Chengdu, 610041, Sichuan, China
| | - Fei Zhu
- Department of Radiology, West China Hospital, Sichuan University, No.37, Guoxue Road, Chengdu, 610041, Sichuan, China
| | - Weixia Chen
- Department of Radiology, West China Hospital, Sichuan University, No.37, Guoxue Road, Chengdu, 610041, Sichuan, China.
| | - Wei Lin
- Department of Radiology, Chengdu First People's Hospital, Chengdu, 610041, Sichuan, China
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Bourcier S, Klug J, Nguyen LS. Non-occlusive mesenteric ischemia: Diagnostic challenges and perspectives in the era of artificial intelligence. World J Gastroenterol 2021; 27:4088-4103. [PMID: 34326613 PMCID: PMC8311528 DOI: 10.3748/wjg.v27.i26.4088] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 03/25/2021] [Accepted: 06/18/2021] [Indexed: 02/06/2023] Open
Abstract
Acute mesenteric ischemia (AMI) is a severe condition associated with poor prognosis, ultimately leading to death due to multiorgan failure. Several mechanisms may lead to AMI, and non-occlusive mesenteric ischemia (NOMI) represents a particular form of AMI. NOMI is prevalent in intensive care units in critically ill patients. In NOMI management, promptness and accuracy of diagnosis are paramount to achieve decisive treatment, but the last decades have been marked by failure to improve NOMI prognosis, due to lack of tools to detect this condition. While real-life diagnostic management relies on a combination of physical examination, several biomarkers, imaging, and endoscopy to detect the possibility of several grades of NOMI, research studies only focus on a few elements at a time. In the era of artificial intelligence (AI), which can aggregate thousands of variables in complex longitudinal models, the prospect of achieving accurate diagnosis through machine-learning-based algorithms may be sought. In the following work, we bring you a state-of-the-art literature review regarding NOMI, its presentation, its mechanics, and the pitfalls of routine work-up diagnostic exams including biomarkers, imaging, and endoscopy, we raise the perspectives of new biomarker exams, and finally we discuss what AI may add to the field, after summarizing what this technique encompasses.
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Affiliation(s)
- Simon Bourcier
- Department of Intensive Care Medicine, University Hospital of Geneva, Geneva 1201, Switzerland
| | - Julian Klug
- Department of Internal Medicine, Groupement Hospitalier de l’Ouest Lémanique, Nyon 1260, Switzerland
| | - Lee S Nguyen
- Department of Intensive Care Medicine, CMC Ambroise Paré, Neuilly-sur-Seine 92200, France
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