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Erratum: Panaxdiol saponins component promotes hematopoiesis by regulating GATA transcription factors of intracellular signaling pathway in mouse bone marrow. 批注:三七皂苷成分通过调节小鼠骨髓细胞内信号通路的GATA转录因子促进造血。
4区 医学 Pub Date : 2025-02-28 Epub Date: 2025-02-25 DOI: 10.21037/atm-2024b-55

[This corrects the article DOI: 10.21037/atm-21-4800.].

[这更正了文章DOI: 10.21037/atm-21-4800]。
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引用次数: 0
Erratum: Effect of acellular nerve scaffold containing human umbilical cord-derived mesenchymal stem cells on nerve repair and regeneration in rats with sciatic nerve defect. 更正:含人脐带间充质干细胞的细胞神经支架对坐骨神经缺损大鼠神经修复和再生的影响。
4区 医学 Pub Date : 2025-02-28 Epub Date: 2025-02-25 DOI: 10.21037/atm-2024-52

[This corrects the article DOI: 10.21037/atm-22-1578.].

[这更正了文章DOI: 10.21037/atm-22-1578]。
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引用次数: 0
Outcomes of transcatheter aortic valve replacement in patients with hypertrophic cardiomyopathy: a systematic review. 肥厚性心肌病患者经导管主动脉瓣置换术的疗效:一项系统综述。
4区 医学 Pub Date : 2025-02-28 Epub Date: 2025-02-25 DOI: 10.21037/atm-24-41
Karsten Parker, Abdelrahman Aljadi, Uzoma N Ibebuogu

Background: Transcatheter aortic valve replacement (TAVR) is a guideline recommended minimally invasive cardiovascular procedure used to replace severely stenosis aortic valves. Patients with severe aortic stenosis (AS) and co-existing hypertrophic cardiomyopathy (HCM), a common defect affecting the left ventricle of the heart, have been excluded from TAVR studies due to perceived challenges to optimal valve implantation in this group of patients because of the hypertrophied left ventricle that can result in an abrupt drop in afterload from a newly replaced and more efficient aortic valve. This exclusion has resulted in paucity of data on this patient population. This study aims to review outcomes in patient with HCM undergoing TAVR for severe AS.

Methods: Using the Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) Statement, we performed a systematic literature search of published outcomes regarding TAVR in HCM patients to provide some insight in this patient population.

Results: Our study showed that TAVR had significantly lower rates of in-hospital mortality, bleeding requiring a blood transfusion, invasive mechanical ventilation, acute kidney injury, vascular complications, and decreased length of stay (LOS) compared to surgical aortic valve replacement (SAVR) in our study population of 836 subjects from 11 publications. Our study is not a randomized controlled trial, which limits its generalization.

Conclusions: In severe AS patients with HCM, TAVR results in better outcomes compared to surgery.

背景:经导管主动脉瓣置换术(TAVR)是一种指南推荐的微创心血管手术,用于置换严重狭窄的主动脉瓣。严重主动脉瓣狭窄(AS)和肥厚性心肌病(HCM)并存的患者(一种影响心脏左心室的常见缺陷)已被排除在TAVR研究之外,因为在这组患者中,由于肥大的左心室可能导致新更换的更有效的主动脉瓣后负荷突然下降,因此对最佳瓣膜植入存在挑战。这种排除导致了该患者群体数据的缺乏。本研究旨在回顾HCM患者接受TAVR治疗严重AS的结果。方法:使用首选报告项目进行系统评价和荟萃分析(PRISMA)声明,我们对HCM患者TAVR的已发表结果进行了系统的文献检索,以提供对该患者群体的一些见解。结果:我们的研究表明,在我们的研究人群中,来自11篇出版物的836名受试者中,与外科主动脉瓣置换术(SAVR)相比,TAVR的住院死亡率、需要输血的出血、有创机械通气、急性肾损伤、血管并发症和住院时间(LOS)显著降低。我们的研究不是随机对照试验,这限制了它的泛化。结论:在合并HCM的严重AS患者中,与手术相比,TAVR的效果更好。
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引用次数: 0
Efficacy of statins in tissue healing following tooth extraction: a systematic review of animal studies. 他汀类药物在拔牙后组织愈合中的疗效:动物研究的系统回顾。
4区 医学 Pub Date : 2025-02-28 Epub Date: 2025-02-25 DOI: 10.21037/atm-24-140
Karthik Kommuri, Mayank Kakkar, Neha Mehta, Maryam Altuhafy, Pooja Gangwani, Junad Khan

Background: Statins, with their unique ability to stimulate bone formation and soft tissue healing, hold the potential to revolutionize dental care. The present study aims to delve into the profound effects of statins on bone and soft tissue healing in dental extraction sockets, offering a promising future for dental professionals and patients alike.

Methods: This systematic review aimed to understand the role of stains in tissue healing following dental extraction. This study was registered in the International Prospective Register of Ongoing Systematic Reviews (PROSPERO; CRD42022299247). A comprehensive electronic database search yielded 412 manuscripts. After a rigorous screening process, nine manuscripts met the eligibility criteria. The study sample consisted of 403 animals, with eight studies utilizing rat animal models and one conducted on mongrel dogs.

Results: Overall, the application of statin drugs holds promise for improving tissue healing outcomes following tooth extraction. The primary outcome variables across all studies were residual ridge height and width, messenger ribonucleic acid (mRNA) expression of transforming growth factor-beta 1 (TGF-β1), bone morphogenetic protein-2 (BMP-2), and vascular endothelial growth factor (VEGF), bone and gingival healing, inflammatory response, and bone turnover (BT), bone formation in tooth extraction socket, and osteogenic healing in a tooth extraction socket.

Conclusions: The findings of this study underscore the significant potential of statin drugs to enhance tissue healing outcomes following tooth extraction. This discovery opens new and exciting possibilities for improving dentistry patient care, potentially transforming how we approach post-extraction healing.

背景:他汀类药物具有刺激骨形成和软组织愈合的独特能力,具有革新牙科保健的潜力。本研究旨在深入探讨他汀类药物对拔牙槽骨和软组织愈合的深远影响,为牙科专业人员和患者提供良好的前景。方法:本系统综述旨在了解污渍在拔牙后组织愈合中的作用。该研究已在正在进行的系统评价国际前瞻性注册(PROSPERO;CRD42022299247)。一个全面的电子数据库检索得到了412份手稿。经过严格的筛选,九份手稿符合资格标准。研究样本包括403只动物,其中8项研究使用大鼠动物模型,1项研究使用杂种狗。结果:总体而言,他汀类药物的应用有望改善拔牙后组织愈合的结果。所有研究的主要结局变量为残牙嵴高度和宽度、转化生长因子-β1 (TGF-β1)、骨形态发生蛋白-2 (BMP-2)和血管内皮生长因子(VEGF)的信使rna (mRNA)表达、骨和牙龈愈合、炎症反应和骨转换(BT)、拔牙槽骨形成和拔牙槽骨愈合。结论:本研究的发现强调了他汀类药物在提高拔牙后组织愈合结果方面的巨大潜力。这一发现为改善牙科患者护理开辟了新的令人兴奋的可能性,有可能改变我们处理拔牙后愈合的方式。
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引用次数: 0
Multimodal anesthesia for hemicorporectomy suggests creating a standardized anesthesia guideline: a case report. 血液全切除术的多模式麻醉建议制定标准化麻醉指南:病例报告。
4区 医学 Pub Date : 2025-02-28 Epub Date: 2025-02-25 DOI: 10.21037/atm-24-174
Kelsey M Repine, Tobias de la Garza Eckle, Julio Montejano, Scott Vogel

Background: First performed in 1960, hemicorporectomy, or translumbar amputation, is a rare surgery performed as a last resort for patients with life-threatening diagnoses. While rare, it is associated with significant challenging events for the anesthesiologist. Here we present a challenging hemicorporectomy case which was successfully managed using a multimodal anesthesia approach.

Case description: The patient was a 40-year-old patient presenting for completion of a hemicorporectomy via a left hemipelvectomy for pelvic chondrosarcoma. The patient underwent hemicorporectomy under epidural and total intravenous anesthesia supplemented with ketamine and lidocaine infusion. The surgery lasted 17.5 h and resulted in 28 L of blood loss. The patient noted excellent pain control and was discharged on postoperative day 74 following an uncomplicated hospital course and in-house rehabilitation.

Conclusions: Reviewing the literature, we recognized that there are no standardized anesthesia protocols published for hemicorporectomy. Based on our case report we present a novel anesthesia strategy that addresses almost all major challenges with hemicorporectomies. Our successful strategy suggests that a total intravenous anesthesia with propofol in combination with an epidural and a multimodal pain regimen with rate adjustments based on body mass reduction should be considered as a standard anesthesia protocol for hemicorporectomies. We recommend establishing a state-of-the-art anesthesia guideline for patients undergoing hemicorporectomy and encourage anesthesiologists to publish case reports describing the anesthesia approach for a hemicorporectomy.

背景:在1960年首次进行的半卵巢切除术,或腰椎外截肢,是一种罕见的手术,作为危及生命的诊断患者的最后手段。虽然罕见,但它与麻醉师面临的重大挑战事件有关。在这里,我们提出了一个具有挑战性的半子宫切除术的情况下,成功地管理使用多模式麻醉方法。病例描述:患者是一名40岁的患者,因盆腔软骨肉瘤通过左半骨盆切除术完成了半卵巢切除术。患者在硬膜外和全静脉麻醉下行半子宫切除术,并辅以氯胺酮和利多卡因输注。手术时间17.5 h,出血量28l。患者注意到良好的疼痛控制,术后第74天出院,经过简单的住院治疗和内部康复。结论:回顾文献,我们认识到没有公布的半卵巢切除术的标准化麻醉方案。根据我们的病例报告,我们提出了一种新的麻醉策略,几乎解决了半胸切除术的所有主要挑战。我们的成功策略表明,异丙酚全静脉麻醉联合硬膜外麻醉和基于体重减轻的多模式疼痛方案应被视为半椎体切除术的标准麻醉方案。我们建议为接受半子宫切除术的患者建立一个最先进的麻醉指南,并鼓励麻醉医生发表病例报告,描述半子宫切除术的麻醉方法。
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引用次数: 0
Establishing normative values for short-term heart rate variability indices in healthy infants in the emergency department. 为急诊科健康婴儿的短期心率变异性指数建立标准值。
4区 医学 Pub Date : 2025-02-28 Epub Date: 2025-02-25 DOI: 10.21037/atm-24-180
Supranee Mathiprechakul, Dagang Guo, Shu-Ling Chong, Rupini Piragasam, Marcus Eng Hock Ong, Stephanie Fook-Chong, Gene Yong-Kwang Ong

Background: Heart rate variability (HRV) has been used as a marker of cardiovascular health and a risk factor for mortality in the adult and paediatric populations, and as an indicator of neonatal sepsis. There has been an increasing interest in using short-term (5 minutes) HRV to identify infants ≤90 days of life with serious bacterial infections. However, there has not been any normative data range reported for short-term HRV indices in this infant population. The aim of this study was to evaluate short-term HRV indices in awake, healthy young infants >48 hours and ≤90 days of life and to establish a reference range. We also aimed to produce a clinical calculator that can be used in this population for evaluation of short-term HRV variables in young infants in the emergency department (ED) setting that can be potentially used in future clinical validation and research.

Methods: We conducted a prospective observational study of short-term HRV analysis of awake, well infants ≤90 days of life in the ED setting.

Results: One hundred and eight infants with complete data [51.9% male, median age 9 days (interquartile range, 4-35 days)] were included. We found that heart rate (HR) is correlated with HRV. Thus, normalisation of HRV parameters was done to remove their dependence on HR. We then provided normative reference range of widely used short-term HRV time-domain, frequency-domain, and non-linear HRV metrics in our cohort.

Conclusions: We established normative values and HRV calculator for evaluation of these short-term HRV variables in young infants in ED settings that can be used for further clinical validation and clinical research.

背景:心率变异性(HRV心率变异性(HRV)已被用作心血管健康的标志物、成人和儿童死亡率的风险因素以及新生儿败血症的指标。人们越来越关注使用短期(5 分钟)心率变异来识别出生后 90 天以内患有严重细菌感染的婴儿。然而,目前还没有关于该婴儿群体短期心率变异指数的标准数据范围的报告。本研究旨在评估出生后 48 小时以上和 90 天以下清醒、健康的年轻婴儿的短期心率变异指数,并确定参考范围。我们还旨在制作一个临床计算器,可用于在急诊科(ED)环境中评估幼婴的短期心率变异变量,该计算器可用于未来的临床验证和研究:方法:我们对急诊科环境中出生 90 天以下的清醒、健康婴儿的短期心率变异分析进行了前瞻性观察研究:结果:共纳入了 108 名数据完整的婴儿[51.9% 为男性,中位年龄为 9 天(四分位数范围为 4-35 天)]。我们发现心率(HR)与心率变异相关。因此,我们对心率变异参数进行了归一化处理,以消除其对心率的依赖性。然后,我们为队列中广泛使用的短期心率变异时域、频域和非线性心率变异指标提供了常模参考范围:结论:我们为评估 ED 环境中幼儿的这些短期心率变异变量建立了标准值和心率变异计算器,可用于进一步的临床验证和临床研究。
{"title":"Establishing normative values for short-term heart rate variability indices in healthy infants in the emergency department.","authors":"Supranee Mathiprechakul, Dagang Guo, Shu-Ling Chong, Rupini Piragasam, Marcus Eng Hock Ong, Stephanie Fook-Chong, Gene Yong-Kwang Ong","doi":"10.21037/atm-24-180","DOIUrl":"10.21037/atm-24-180","url":null,"abstract":"<p><strong>Background: </strong>Heart rate variability (HRV) has been used as a marker of cardiovascular health and a risk factor for mortality in the adult and paediatric populations, and as an indicator of neonatal sepsis. There has been an increasing interest in using short-term (5 minutes) HRV to identify infants ≤90 days of life with serious bacterial infections. However, there has not been any normative data range reported for short-term HRV indices in this infant population. The aim of this study was to evaluate short-term HRV indices in awake, healthy young infants >48 hours and ≤90 days of life and to establish a reference range. We also aimed to produce a clinical calculator that can be used in this population for evaluation of short-term HRV variables in young infants in the emergency department (ED) setting that can be potentially used in future clinical validation and research.</p><p><strong>Methods: </strong>We conducted a prospective observational study of short-term HRV analysis of awake, well infants ≤90 days of life in the ED setting.</p><p><strong>Results: </strong>One hundred and eight infants with complete data [51.9% male, median age 9 days (interquartile range, 4-35 days)] were included. We found that heart rate (HR) is correlated with HRV. Thus, normalisation of HRV parameters was done to remove their dependence on HR. We then provided normative reference range of widely used short-term HRV time-domain, frequency-domain, and non-linear HRV metrics in our cohort.</p><p><strong>Conclusions: </strong>We established normative values and HRV calculator for evaluation of these short-term HRV variables in young infants in ED settings that can be used for further clinical validation and clinical research.</p>","PeriodicalId":8216,"journal":{"name":"Annals of translational medicine","volume":"13 1","pages":"2"},"PeriodicalIF":0.0,"publicationDate":"2025-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11921339/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143668974","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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 SH-9Hospital knotting technique: analysis of innovation claims and biomechanical testing. sh -9医院打结技术:创新主张及生物力学试验分析。
4区 医学 Pub Date : 2025-02-28 Epub Date: 2025-02-25 DOI: 10.21037/atm-24-201
Ioannis Kyriazidis, Alexandros Tassos, Juan E Berner
{"title":"The SH-9Hospital knotting technique: analysis of innovation claims and biomechanical testing.","authors":"Ioannis Kyriazidis, Alexandros Tassos, Juan E Berner","doi":"10.21037/atm-24-201","DOIUrl":"10.21037/atm-24-201","url":null,"abstract":"","PeriodicalId":8216,"journal":{"name":"Annals of translational medicine","volume":"13 1","pages":"10"},"PeriodicalIF":0.0,"publicationDate":"2025-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11921225/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143668633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Erratum: Effects and molecular mechanisms of Achyranthes bidentata polypeptide k on proliferation of Schwann cells. 牛膝多肽k对雪旺细胞增殖的影响及其分子机制。
4区 医学 Pub Date : 2025-02-28 Epub Date: 2025-02-25 DOI: 10.21037/atm-2024b-61

[This corrects the article DOI: 10.21037/atm-21-5181.].

[更正文章DOI: 10.21037/atm-21-5181.]。
{"title":"Erratum: Effects and molecular mechanisms of <i>Achyranthes bidentata</i> polypeptide k on proliferation of Schwann cells.","authors":"","doi":"10.21037/atm-2024b-61","DOIUrl":"10.21037/atm-2024b-61","url":null,"abstract":"<p><p>[This corrects the article DOI: 10.21037/atm-21-5181.].</p>","PeriodicalId":8216,"journal":{"name":"Annals of translational medicine","volume":"13 1","pages":"e1"},"PeriodicalIF":0.0,"publicationDate":"2025-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11921368/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143668926","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Erratum: Myostatin is involved in skeletal muscle dysfunction in chronic obstructive pulmonary disease via Drp-1 mediated abnormal mitochondrial division. 勘误:Myostatin 通过 Drp-1 介导的线粒体分裂异常参与慢性阻塞性肺病的骨骼肌功能障碍。
4区 医学 Pub Date : 2025-02-28 Epub Date: 2025-02-17 DOI: 10.21037/atm-2024b-56

[This corrects the article DOI: 10.21037/atm-22-377.].

[这更正了文章DOI: 10.21037/atm-22-377。]
{"title":"Erratum: Myostatin is involved in skeletal muscle dysfunction in chronic obstructive pulmonary disease via Drp-1 mediated abnormal mitochondrial division.","authors":"","doi":"10.21037/atm-2024b-56","DOIUrl":"10.21037/atm-2024b-56","url":null,"abstract":"<p><p>[This corrects the article DOI: 10.21037/atm-22-377.].</p>","PeriodicalId":8216,"journal":{"name":"Annals of translational medicine","volume":"13 1","pages":"e4"},"PeriodicalIF":0.0,"publicationDate":"2025-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11921231/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143668972","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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 role of artificial intelligence in sepsis in the Emergency Department: a narrative review. 人工智能在急诊科败血症中的作用:叙述性回顾。
4区 医学 Pub Date : 2025-02-28 Epub Date: 2025-02-25 DOI: 10.21037/atm-24-150
Mui Teng Chua, Yuru Boon, Zi Yao Lee, Jian Hao Jaryl Kok, Clement Kee Woon Lim, Nicole Mun Teng Cheung, Lorraine Pei Xian Yong, Win Sen Kuan

Background and objective: Early recognition and treatment of sepsis in the emergency department (ED) is important. Traditional predictive analytics and clinical decision rules lack accuracy in identifying patients with sepsis. Artificial intelligence (AI) is increasingly prevalent in healthcare and offers application potential in the care of patients with sepsis. This review examines the evidence of AI in diagnosing, managing and prognosticating sepsis in the ED.

Methods: We performed literature search in PubMed, Embase, Google Scholar and Scopus databases for studies published between 1 January 2010 and 30 June 2024 that evaluated the use of AI in adult patients with sepsis in ED, using the following search terms: ("artificial intelligence" OR "machine learning" OR "neural networks, computer" OR "deep learning" OR "natural language processing"), AND ("sepsis" OR "septic shock", AND "emergency services" OR "emergency department"). Independent searches were conducted in duplicate with discrepancies adjudicated by a third member.

Key content and findings: Incorporating multiple variables such as vital signs, free text input, laboratory tests and electrocardiogram was possible with AI compared to traditional models leading to improvement in diagnostic performance. Machine learning (ML) models outperformed traditional scoring tools in both diagnosis and prognosis of sepsis. ML models were able to analyze trends over time and showed utility in predicting mortality, severe sepsis and septic shock. Additionally, real-time ML-assisted alert systems are effective in improving time-to-antibiotic administration and ML algorithms can differentiate sepsis patients into distinct phenotypes to tailor management (especially fluid therapy and critical care interventions), potentially improving outcomes. Existing AI tools for sepsis currently lack generalizability and user acceptance. This is risk of automation bias with loss of clinicians' skills if over-reliance develops.

Conclusions: Overall, AI holds great promise in revolutionizing management of patients with sepsis in the ED as a clinical support tool. However, its application is currently still constrained by inherent limitations. Balanced integration of AI technology with clinician input is essential to harness its full potential and ensure optimal patient outcomes.

背景与目的:早期识别和治疗败血症在急诊科(ED)是重要的。传统的预测分析和临床决策规则在识别败血症患者方面缺乏准确性。人工智能(AI)在医疗保健领域越来越普遍,并在脓毒症患者的护理中提供了应用潜力。方法:我们在PubMed、Embase、谷歌Scholar和Scopus数据库中检索了2010年1月1日至2024年6月30日期间发表的关于评估AI在成年ED脓毒症患者中的应用的文献,使用以下搜索词:(“人工智能”或“机器学习”或“神经网络”、“计算机”或“深度学习”或“自然语言处理”),以及(“败血症”或“感染性休克”,以及“紧急服务”或“急诊科”)。独立搜查一式两份,差异由第三名成员裁决。关键内容和发现:与传统模型相比,人工智能可以将生命体征、自由文本输入、实验室测试和心电图等多个变量纳入其中,从而提高诊断性能。机器学习(ML)模型在败血症的诊断和预后方面优于传统评分工具。ML模型能够分析随时间变化的趋势,并在预测死亡率、严重败血症和感染性休克方面显示出实用性。此外,实时ML辅助警报系统在改善抗生素给药时间方面是有效的,ML算法可以将败血症患者区分为不同的表型,以定制管理(特别是液体治疗和重症监护干预),潜在地改善结果。现有的败血症人工智能工具目前缺乏通用性和用户接受度。这是自动化偏差的风险,如果过度依赖发展,临床医生会失去技能。结论:总的来说,人工智能作为一种临床支持工具,在急诊科脓毒症患者的革命性管理方面具有很大的前景。然而,其应用目前仍受到固有局限性的制约。人工智能技术与临床医生投入的平衡整合对于充分发挥其潜力并确保患者获得最佳结果至关重要。
{"title":"The role of artificial intelligence in sepsis in the Emergency Department: a narrative review.","authors":"Mui Teng Chua, Yuru Boon, Zi Yao Lee, Jian Hao Jaryl Kok, Clement Kee Woon Lim, Nicole Mun Teng Cheung, Lorraine Pei Xian Yong, Win Sen Kuan","doi":"10.21037/atm-24-150","DOIUrl":"10.21037/atm-24-150","url":null,"abstract":"<p><strong>Background and objective: </strong>Early recognition and treatment of sepsis in the emergency department (ED) is important. Traditional predictive analytics and clinical decision rules lack accuracy in identifying patients with sepsis. Artificial intelligence (AI) is increasingly prevalent in healthcare and offers application potential in the care of patients with sepsis. This review examines the evidence of AI in diagnosing, managing and prognosticating sepsis in the ED.</p><p><strong>Methods: </strong>We performed literature search in PubMed, Embase, Google Scholar and Scopus databases for studies published between 1 January 2010 and 30 June 2024 that evaluated the use of AI in adult patients with sepsis in ED, using the following search terms: (\"artificial intelligence\" OR \"machine learning\" OR \"neural networks, computer\" OR \"deep learning\" OR \"natural language processing\"), AND (\"sepsis\" OR \"septic shock\", AND \"emergency services\" OR \"emergency department\"). Independent searches were conducted in duplicate with discrepancies adjudicated by a third member.</p><p><strong>Key content and findings: </strong>Incorporating multiple variables such as vital signs, free text input, laboratory tests and electrocardiogram was possible with AI compared to traditional models leading to improvement in diagnostic performance. Machine learning (ML) models outperformed traditional scoring tools in both diagnosis and prognosis of sepsis. ML models were able to analyze trends over time and showed utility in predicting mortality, severe sepsis and septic shock. Additionally, real-time ML-assisted alert systems are effective in improving time-to-antibiotic administration and ML algorithms can differentiate sepsis patients into distinct phenotypes to tailor management (especially fluid therapy and critical care interventions), potentially improving outcomes. Existing AI tools for sepsis currently lack generalizability and user acceptance. This is risk of automation bias with loss of clinicians' skills if over-reliance develops.</p><p><strong>Conclusions: </strong>Overall, AI holds great promise in revolutionizing management of patients with sepsis in the ED as a clinical support tool. However, its application is currently still constrained by inherent limitations. Balanced integration of AI technology with clinician input is essential to harness its full potential and ensure optimal patient outcomes.</p>","PeriodicalId":8216,"journal":{"name":"Annals of translational medicine","volume":"13 1","pages":"4"},"PeriodicalIF":0.0,"publicationDate":"2025-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11921180/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143668631","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
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Annals of translational medicine
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