Pub Date : 2024-10-13DOI: 10.1177/02676591241291346
Alina Chigri, Stephen Gerfer, Coman Horatiu, Ihor Krasivskyi, Maximilian Luehr, Ilija Djordjevic, Thorsten Wahlers, Justus Strauch, Peter Haldenwang
Background: Aim of this study was to find out if the type of vascular prosthesis used, especially collagen impregnated polyester versus gelatin impregnated woven fabric graft, has any impact on the early postoperative bleeding rate, blood product consumption and re-thoracotomy rate in isolated ascending aortic surgery.
Methods: n = 46 consecutive patients who received a supra-commissural replacement of the ascending aorta between 01/2016 - 01/ 2021 were included in this retrospective single-center study. The underlying pathology was an aortic aneurysm in 36 (81 %) and/or an acute type A aortic dissection (ATAAD) limited to the ascending aorta in 7 (15 %) and/or a penetrating aortic ulcer (PAU) with intramural hematoma in 6 (13 %) patients. According to the type of vascular graft used, the cohort was divided as follows: 25 patients (54%) received a double velour woven, collagen impregnated polyester graft (Hemashield, Getinge; CI-Group) whereas in 21 patients (46 %) a gelatin impregnated woven fabric graft was used (Gelweave, Vascutek / Terumo; GI-group). As primary endpoints class 3 bleeding according to the Valve Academic Research Consortium (VARC3) criteria and freedom from re-intervention were assessed. As secondary endpoints, 30-day mortality and stroke were defined.
Results: Preoperative risk assessment (EuroSCORE II), gender-, BMI-stratification and NYHA-classification as well as mean CPB-times (114 ± 44 min vs 110 ± 48 min) and aortic cross-clamp times (71 ± 28 min vs 66 ± 30 min) were similar in both groups. Bleeding, measured by drainage volume output within the first postoperative 24 h (480 ± 426 mL vs 389 ± 169 mL), erythrocytes concentrate consumption (2,4 vs 2,3) and similar re-thoracotomy rates (4 vs 4.7 %) showed no difference between groups. 30- day mortality (12 vs 5 %; p = 0.614) and stroke rates (4 vs 9.5; p = 0,4) showed no differences between groups.
Conclusions: Regarding postoperative bleeding no difference were seen between the two graft types. Long-term follow-up and larger prospective randomized studies are requested to prove these findings.
研究背景本研究旨在了解所使用的血管假体类型(尤其是胶原浸渍聚酯与明胶浸渍编织物移植物)是否会对孤立升主动脉手术的术后早期出血率、血液制品消耗量和再次开胸率产生影响。36例(81%)患者的病理基础是主动脉瘤,7例(15%)患者的病理基础是局限于升主动脉的急性A型主动脉夹层(ATAAD),6例(13%)患者的病理基础是伴有壁内血肿的穿透性主动脉溃疡(PAU)。根据使用的血管移植类型,组群划分如下:25名患者(54%)使用了双层丝绒编织胶原浸渍聚酯移植物(Hemashield,Getinge;CI组),21名患者(46%)使用了明胶浸渍编织物移植物(Gelweave,Vascutek/Terumo;GI组)。根据瓣膜学术研究联盟(VARC3)的标准,评估的主要终点是3级出血和无再介入。次要终点是30天死亡率和中风:结果:两组患者的术前风险评估(EuroSCORE II)、性别、BMI分级、NYHA分级以及平均CPB时间(114±44分钟 vs 110±48分钟)和主动脉交叉钳夹时间(71±28分钟 vs 66±30分钟)相似。根据术后 24 小时内的引流量(480 ± 426 mL vs 389 ± 169 mL)、红细胞浓缩物消耗量(2.4 vs 2.3)和相似的再次开胸率(4 vs 4.7%)测量的出血量在两组之间没有差异。30天死亡率(12% 对 5%;P = 0.614)和中风率(4% 对 9.5%;P = 0.4)在各组之间没有差异:结论:在术后出血方面,两种移植物之间没有差异。需要进行长期随访和更大规模的前瞻性随机研究来证明这些结果。
{"title":"Influence of vascular graft type for ascending aorta replacement on the early postoperative outcome.","authors":"Alina Chigri, Stephen Gerfer, Coman Horatiu, Ihor Krasivskyi, Maximilian Luehr, Ilija Djordjevic, Thorsten Wahlers, Justus Strauch, Peter Haldenwang","doi":"10.1177/02676591241291346","DOIUrl":"https://doi.org/10.1177/02676591241291346","url":null,"abstract":"<p><strong>Background: </strong>Aim of this study was to find out if the type of vascular prosthesis used, especially collagen impregnated polyester versus gelatin impregnated woven fabric graft, has any impact on the early postoperative bleeding rate, blood product consumption and re-thoracotomy rate in isolated ascending aortic surgery.</p><p><strong>Methods: </strong><i>n</i> = 46 consecutive patients who received a supra-commissural replacement of the ascending aorta between 01/2016 - 01/ 2021 were included in this retrospective single-center study. The underlying pathology was an aortic aneurysm in 36 (81 %) and/or an acute type A aortic dissection (ATAAD) limited to the ascending aorta in 7 (15 %) and/or a penetrating aortic ulcer (PAU) with intramural hematoma in 6 (13 %) patients. According to the type of vascular graft used, the cohort was divided as follows: 25 patients (54%) received a double velour woven, collagen impregnated polyester graft (Hemashield, Getinge; CI-Group) whereas in 21 patients (46 %) a gelatin impregnated woven fabric graft was used (Gelweave, Vascutek / Terumo; GI-group). As primary endpoints class 3 bleeding according to the Valve Academic Research Consortium (VARC3) criteria and freedom from re-intervention were assessed. As secondary endpoints, 30-day mortality and stroke were defined.</p><p><strong>Results: </strong>Preoperative risk assessment (EuroSCORE II), gender-, BMI-stratification and NYHA-classification as well as mean CPB-times (114 ± 44 min vs 110 ± 48 min) and aortic cross-clamp times (71 ± 28 min vs 66 ± 30 min) were similar in both groups. Bleeding, measured by drainage volume output within the first postoperative 24 h (480 ± 426 mL vs 389 ± 169 mL), erythrocytes concentrate consumption (2,4 vs 2,3) and similar re-thoracotomy rates (4 vs 4.7 %) showed no difference between groups. 30- day mortality (12 vs 5 %; <i>p</i> = 0.614) and stroke rates (4 vs 9.5; <i>p</i> = 0,4) showed no differences between groups.</p><p><strong>Conclusions: </strong>Regarding postoperative bleeding no difference were seen between the two graft types. Long-term follow-up and larger prospective randomized studies are requested to prove these findings.</p>","PeriodicalId":49707,"journal":{"name":"Perfusion-Uk","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142479097","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-11DOI: 10.1177/02676591241292670
Yingshan Huang, Xiangni Zhu, Jichang Kong, Ling Zhang, Wenting Gui, Jiao Wang, Yunling Yang, Yan Xie, Dongmei Wang, Xinyue Li, Long Zhou, Yi Song, Xiaoqi Wang
Objective: This study aimed to compare the safety and efficacy of Del Nido cardioplegia (DNC) and conventional blood cardioplegia (CBC) in combined aortic surgery.
Methods: This retrospective study involved elective patients who underwent combined aortic root surgery between September 2017 and July 2023. Patients were divided into two groups: the DNC and the CBC group. The primary outcome was high-sensitivity cardiac troponin I and creatine kinase-MB levels at the 0, 1, 2, and three postoperative days. The secondary outcomes contained postoperative left ventricular ejection fraction, return to spontaneous rhythm after aortic de-clamping, postoperative myocardial infarction, new-onset atrial fibrillation, postoperative mechanical circulatory support, mechanical ventilation duration, intensive care unit stay, postoperative hospital stay, and the reduction of left ventricle end-diastolic diameter at 3 months after surgery.
Results: 223 patients were included and divided into the CBC (n = 111) and the DNC group (n = 112). There was no statistical difference in patients' demographics and preoperative parameters between the two groups. No in-hospital mortality. The total cardioplegia volume [35.25 (30.30,43.65) ml/kg versus 21.43 (18.42,25.62) ml/kg, p < 0.001] and infusion times [2 (2,3) times versus 1 (1,2) times, p < 0.001] were less and the incidence of return to spontaneous rhythm after de-clamping was higher in the DNC group [59.5% versus 83%, p < 0.001]. Postoperative high-sensitivity cardiac troponin I and creatine kinase-MB levels were comparable between the two groups. DNC is related to a shorter duration of mechanical ventilation, intensive care unit stay, and hospital stay than CBC. The rate of return to spontaneous rhythm after aortic de-clamping seemed to decrease with the prolongation of aortic cross-clamping (ACC) duration, and there was no difference between the two groups when the time exceeded 120 min.
Conclusions: The safety and efficacy of using DNC were comparable to CBC in combined aortic surgery. The rate of return to spontaneous rhythm after aortic de-clamping seemed to decrease with the prolongation of ACC time. Further studies may be needed to fully elucidate the advantages of DNC in postoperative recovery and its long-term effects on patient outcomes.
{"title":"Del Nido versus conventional blood cardioplegia in patients with combined aortic root surgery: A retrospective study.","authors":"Yingshan Huang, Xiangni Zhu, Jichang Kong, Ling Zhang, Wenting Gui, Jiao Wang, Yunling Yang, Yan Xie, Dongmei Wang, Xinyue Li, Long Zhou, Yi Song, Xiaoqi Wang","doi":"10.1177/02676591241292670","DOIUrl":"https://doi.org/10.1177/02676591241292670","url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to compare the safety and efficacy of Del Nido cardioplegia (DNC) and conventional blood cardioplegia (CBC) in combined aortic surgery.</p><p><strong>Methods: </strong>This retrospective study involved elective patients who underwent combined aortic root surgery between September 2017 and July 2023. Patients were divided into two groups: the DNC and the CBC group. The primary outcome was high-sensitivity cardiac troponin I and creatine kinase-MB levels at the 0, 1, 2, and three postoperative days. The secondary outcomes contained postoperative left ventricular ejection fraction, return to spontaneous rhythm after aortic de-clamping, postoperative myocardial infarction, new-onset atrial fibrillation, postoperative mechanical circulatory support, mechanical ventilation duration, intensive care unit stay, postoperative hospital stay, and the reduction of left ventricle end-diastolic diameter at 3 months after surgery.</p><p><strong>Results: </strong>223 patients were included and divided into the CBC (<i>n</i> = 111) and the DNC group (<i>n</i> = 112). There was no statistical difference in patients' demographics and preoperative parameters between the two groups. No in-hospital mortality. The total cardioplegia volume [35.25 (30.30,43.65) ml/kg versus 21.43 (18.42,25.62) ml/kg, <i>p</i> < 0.001] and infusion times [2 (2,3) times versus 1 (1,2) times, <i>p</i> < 0.001] were less and the incidence of return to spontaneous rhythm after de-clamping was higher in the DNC group [59.5% versus 83%, <i>p</i> < 0.001]. Postoperative high-sensitivity cardiac troponin I and creatine kinase-MB levels were comparable between the two groups. DNC is related to a shorter duration of mechanical ventilation, intensive care unit stay, and hospital stay than CBC. The rate of return to spontaneous rhythm after aortic de-clamping seemed to decrease with the prolongation of aortic cross-clamping (ACC) duration, and there was no difference between the two groups when the time exceeded 120 min.</p><p><strong>Conclusions: </strong>The safety and efficacy of using DNC were comparable to CBC in combined aortic surgery. The rate of return to spontaneous rhythm after aortic de-clamping seemed to decrease with the prolongation of ACC time. Further studies may be needed to fully elucidate the advantages of DNC in postoperative recovery and its long-term effects on patient outcomes.</p>","PeriodicalId":49707,"journal":{"name":"Perfusion-Uk","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142479095","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-11DOI: 10.1177/02676591241291946
Hafiz Naderi, Yu-Hsuen Yang, Patricia B Munroe, Steffen E Petersen, Mark Westwood, Nay Aung
Background: Data science skills are highly relevant for clinicians working in an era of big data in healthcare. However, these skills are not routinely taught, representing a growing unmet educational need. This education report presents a structured short course that was run to teach clinicians data science and the lessons learnt.
Methods: A 1-day introductory course was conducted within a tertiary hospital in London. It consisted of lectures followed by facilitated pair programming exercises in R, an object-oriented programming language. Feedback was collated and participant responses were graded using a Likert scale.
Results: The course was attended by 20 participants. The majority of participants (69%) were in higher speciality cardiology training. While more than half of the participants (56%) received prior training in statistics either through formal taught programmes (e.g., a Master's degree) or online courses, the participants reported several barriers to expanding their skills in data science due to limited programming skills, lack of dedicated time, training opportunities and awareness. After the short course, there was a significant increase in participants' self-rated confidence in using R for data analysis (mean response; before the course: 1.69 ± 1.0, after the course: 3.2 ± 0.9, p = .0005) and awareness of the capabilities of R (mean response; before the course: 2.1 ± 0.9, after the course: 3.6 ± 0.7, p = .0001, on a 5-point Likert scale).
Conclusion: This proof-of-concept study demonstrates that a structured short course can effectively introduce data science skills to clinicians and supports future educational initiatives to integrate data science teaching into medical education.
背景:数据科学技能与在医疗保健大数据时代工作的临床医生密切相关。然而,这些技能并不是常规教学内容,教育需求日益得不到满足。本教育报告介绍了为向临床医生传授数据科学知识而开设的结构化短期课程及其经验教训:方法:在伦敦的一家三甲医院开设了为期一天的入门课程。课程包括讲座,随后是使用面向对象编程语言 R 的结对编程练习。对学员的反馈意见进行了整理,并使用李克特量表对学员的回答进行了评分:共有 20 人参加了该课程。大多数学员(69%)都接受过心脏病学高等专业培训。虽然半数以上的参与者(56%)曾通过正规教学课程(如硕士学位)或在线课程接受过统计学方面的培训,但由于编程技能有限、缺乏专门的时间、培训机会和意识,他们在扩展数据科学技能方面遇到了一些障碍。短期课程结束后,学员对使用 R 进行数据分析的自信心(平均值;课程前:1.69 ± 1.0,课程后:3.2 ± 0.9,p = .0005)和对 R 功能的认识(平均值;课程前:2.1 ± 0.9,课程后:3.6 ± 0.7,p = .0001,5 点李克特量表)有了显著提高:这项概念验证研究表明,结构化短期课程可以有效地向临床医生介绍数据科学技能,并支持未来将数据科学教学纳入医学教育的教育计划。
{"title":"Health data science course for clinicians: Time to bridge the skills gap?","authors":"Hafiz Naderi, Yu-Hsuen Yang, Patricia B Munroe, Steffen E Petersen, Mark Westwood, Nay Aung","doi":"10.1177/02676591241291946","DOIUrl":"https://doi.org/10.1177/02676591241291946","url":null,"abstract":"<p><strong>Background: </strong>Data science skills are highly relevant for clinicians working in an era of big data in healthcare. However, these skills are not routinely taught, representing a growing unmet educational need. This education report presents a structured short course that was run to teach clinicians data science and the lessons learnt.</p><p><strong>Methods: </strong>A 1-day introductory course was conducted within a tertiary hospital in London. It consisted of lectures followed by facilitated pair programming exercises in R, an object-oriented programming language. Feedback was collated and participant responses were graded using a Likert scale.</p><p><strong>Results: </strong>The course was attended by 20 participants. The majority of participants (69%) were in higher speciality cardiology training. While more than half of the participants (56%) received prior training in statistics either through formal taught programmes (e.g., a Master's degree) or online courses, the participants reported several barriers to expanding their skills in data science due to limited programming skills, lack of dedicated time, training opportunities and awareness. After the short course, there was a significant increase in participants' self-rated confidence in using R for data analysis (mean response; before the course: 1.69 ± 1.0, after the course: 3.2 ± 0.9, <i>p</i> = .0005) and awareness of the capabilities of R (mean response; before the course: 2.1 ± 0.9, after the course: 3.6 ± 0.7, <i>p</i> = .0001, on a 5-point Likert scale).</p><p><strong>Conclusion: </strong>This proof-of-concept study demonstrates that a structured short course can effectively introduce data science skills to clinicians and supports future educational initiatives to integrate data science teaching into medical education.</p>","PeriodicalId":49707,"journal":{"name":"Perfusion-Uk","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142407041","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-10DOI: 10.1177/02676591241290389
Ana Segura, Christopher Bobba, Mindaugas Rackauskas, Cynthia Gries, Amir M Emtiazjoo, Marc O Maybauer
Background: The use of extracorporeal membrane oxygenation (ECMO) continues to evolve and is recognized as an important adjunct as a bridge to recovery or a bridge to transplant. We wanted to share our experience of using veno-arterial (VA) ECMO as an adjunct to lung recovery and an aide for fluid resuscitation.
Case description: We present the case of a 77-year-old man with a history of previous single lung transplant who had acute respiratory decompensation and cardiovascular collapse secondary to CMV pneumonia and septic shock. He was cannulated for VA ECMO, treated for CMV pneumonia and resuscitated with 5 L of albumin 5% and antibiotics, within 12 hours of cannulation. He required two days of VA ECMO and was ultimately decannulated and discharged to a rehabilitation facility on hospital day 73.
Conclusion: This case emphasizes the challenging clinical scenario of fluid resuscitation in a lung transplant patient. With adequate patient selection, a multidisciplinary team and the use of VA ECMO, success can be achieved.
背景:体外膜肺氧合(ECMO)的应用在不断发展,并被认为是康复或移植的重要辅助手段。我们希望分享我们使用静脉-动脉 (VA) ECMO 作为肺部恢复和液体复苏辅助工具的经验:我们介绍的病例是一名 77 岁的男性,曾接受过单肺移植,因 CMV 肺炎和脓毒性休克而出现急性呼吸衰竭和心血管衰竭。他在插管后 12 小时内接受了 VA ECMO 插管、CMV 肺炎治疗以及 5 升 5%白蛋白和抗生素复苏。他需要进行两天的 VA ECMO,最终在住院第 73 天拔除插管并出院前往康复机构:本病例强调了肺移植患者液体复苏的临床挑战性。通过适当选择患者、多学科团队和使用 VA ECMO,可以取得成功。
{"title":"Veno-arterial extracorporeal membrane oxygenation as bridge for fluid resuscitation in a patient with acute respiratory failure and circulatory shock two years post lung transplantation.","authors":"Ana Segura, Christopher Bobba, Mindaugas Rackauskas, Cynthia Gries, Amir M Emtiazjoo, Marc O Maybauer","doi":"10.1177/02676591241290389","DOIUrl":"https://doi.org/10.1177/02676591241290389","url":null,"abstract":"<p><strong>Background: </strong>The use of extracorporeal membrane oxygenation (ECMO) continues to evolve and is recognized as an important adjunct as a bridge to recovery or a bridge to transplant. We wanted to share our experience of using veno-arterial (VA) ECMO as an adjunct to lung recovery and an aide for fluid resuscitation.</p><p><strong>Case description: </strong>We present the case of a 77-year-old man with a history of previous single lung transplant who had acute respiratory decompensation and cardiovascular collapse secondary to CMV pneumonia and septic shock. He was cannulated for VA ECMO, treated for CMV pneumonia and resuscitated with 5 L of albumin 5% and antibiotics, within 12 hours of cannulation. He required two days of VA ECMO and was ultimately decannulated and discharged to a rehabilitation facility on hospital day 73.</p><p><strong>Conclusion: </strong>This case emphasizes the challenging clinical scenario of fluid resuscitation in a lung transplant patient. With adequate patient selection, a multidisciplinary team and the use of VA ECMO, success can be achieved.</p>","PeriodicalId":49707,"journal":{"name":"Perfusion-Uk","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142401764","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-09DOI: 10.1177/02676591241289364
Qian Li, Jingjia Shen, Hong Lv, Yuye Chen, Chenghui Zhou, Jia Shi
Background: Cardiac surgery-associated acute kidney injury (CSA-AKI) is related to increased morbidity and mortality. However, limited studies have explored the influence of different feature selection (FS) methods on the predictive performance of CSA-AKI. Therefore, we aimed to compare the impact of different FS methods for CSA-AKI.
Methods: CSA-AKI is defined according to the kidney disease: Improving Global Outcomes (KDIGO) criteria. Both traditional logistic regression and machine learning methods were used to select the potential risk factors for CSA-AKI. The area under the receiver operating characteristic curve (AUC) was used to evaluate the performance of the models. In addition, the importance matrix plot by random forest was used to rank the features' importance.
Results: A total of 1977 patients undergoing cardiac surgery at Fuwai hospital from December 2018 to April 2021 were enrolled. The incidence of CSA-AKI during the first postoperative week was 27.8%. We concluded that different enrolled numbers of features impact the final selected feature number. The more you input, the more likely its output with all FS methods. In terms of performance, all selected features by various FS methods demonstrated excellent AUCs. Meanwhile, the embedded method demonstrated the highest accuracy compared with the LR method, while the filter method showed the lowest accuracy. Furthermore, NT-proBNP was found to be strongly associated with AKI. Our results confirmed some features that previous studies have reported and found some novel clinical parameters.
Conclusions: In our study, FS was as suitable as LR for predicting CSA-AKI. For FS, the embedded method demonstrated better efficacy than the other methods. Furthermore, NT-proBNP was confirmed to be strongly associated with AKI.
背景:心脏手术相关急性肾损伤(CSA-AKI)与发病率和死亡率的增加有关。然而,探讨不同特征选择(FS)方法对 CSA-AKI 预测性能影响的研究还很有限。因此,我们旨在比较不同 FS 方法对 CSA-AKI 的影响:方法:CSA-AKI 是根据肾脏疾病:方法:CSA-AKI 是根据肾脏疾病:改善全球预后(KDIGO)标准定义的。采用传统的逻辑回归和机器学习方法来选择 CSA-AKI 的潜在风险因素。接受者操作特征曲线下面积(AUC)用于评估模型的性能。此外,还使用随机森林的重要性矩阵图来排列特征的重要性:共纳入2018年12月至2021年4月期间在阜外医院接受心脏手术的1977例患者。术后第一周 CSA-AKI 的发生率为 27.8%。我们得出的结论是,不同的入选特征数会影响最终选定的特征数。在所有 FS 方法中,输入的特征越多,输出的可能性就越大。在性能方面,各种 FS 方法的所有选定特征都表现出了出色的 AUC。同时,与 LR 方法相比,嵌入方法的准确率最高,而过滤方法的准确率最低。此外,我们还发现 NT-proBNP 与 AKI 密切相关。我们的研究结果证实了之前研究报告的一些特征,并发现了一些新的临床参数:在我们的研究中,FS 与 LR 一样适用于预测 CSA-AKI。就 FS 而言,嵌入法比其他方法更有效。此外,NT-proBNP 被证实与 AKI 密切相关。
{"title":"Features selection in a predictive model for cardiac surgery-associated acute kidney injury.","authors":"Qian Li, Jingjia Shen, Hong Lv, Yuye Chen, Chenghui Zhou, Jia Shi","doi":"10.1177/02676591241289364","DOIUrl":"https://doi.org/10.1177/02676591241289364","url":null,"abstract":"<p><strong>Background: </strong>Cardiac surgery-associated acute kidney injury (CSA-AKI) is related to increased morbidity and mortality. However, limited studies have explored the influence of different feature selection (FS) methods on the predictive performance of CSA-AKI. Therefore, we aimed to compare the impact of different FS methods for CSA-AKI.</p><p><strong>Methods: </strong>CSA-AKI is defined according to the kidney disease: Improving Global Outcomes (KDIGO) criteria. Both traditional logistic regression and machine learning methods were used to select the potential risk factors for CSA-AKI. The area under the receiver operating characteristic curve (AUC) was used to evaluate the performance of the models. In addition, the importance matrix plot by random forest was used to rank the features' importance.</p><p><strong>Results: </strong>A total of 1977 patients undergoing cardiac surgery at Fuwai hospital from December 2018 to April 2021 were enrolled. The incidence of CSA-AKI during the first postoperative week was 27.8%. We concluded that different enrolled numbers of features impact the final selected feature number. The more you input, the more likely its output with all FS methods. In terms of performance, all selected features by various FS methods demonstrated excellent AUCs. Meanwhile, the embedded method demonstrated the highest accuracy compared with the LR method, while the filter method showed the lowest accuracy. Furthermore, NT-proBNP was found to be strongly associated with AKI. Our results confirmed some features that previous studies have reported and found some novel clinical parameters.</p><p><strong>Conclusions: </strong>In our study, FS was as suitable as LR for predicting CSA-AKI. For FS, the embedded method demonstrated better efficacy than the other methods. Furthermore, NT-proBNP was confirmed to be strongly associated with AKI.</p>","PeriodicalId":49707,"journal":{"name":"Perfusion-Uk","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142394728","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-09DOI: 10.1177/02676591241291944
Joel Bierer, Roger Stanzel, Mark Henderson, John Sapp, Pantelis Andreou, Jean S Marshall, David Horne
Background: The inflammatory response to cardiopulmonary bypass (CPB) in pediatric patients remains an unresolved challenge. Sanguineous CPB prime, composed of allogenic blood products, is one potentially important stimulus. This study aims to identify specific inflammatory mediators active in sanguineous CPB prime and their impact on the inflammatory response at CPB initiation.
Methods: In a post-hoc analysis of a prospective observational cohort study (NCT05154864), where pediatric patients undergoing cardiac surgery with CPB were enrolled after informed consent, patients were grouped by CPB prime type (sanguineous vs crystalloid). Arterial samples were collected post-sternotomy as a baseline and again at CPB initiation from all patients. In the sanguineous group, CPB prime samples were also collected after buffered ultrafiltration but before CPB initiation. Luminex® measured concentrations of 24 inflammatory mediators for comparison between groups. Statistical analyses were by Mann-Whitney test and Wilcoxon signed-rank test. Data are presented as median [IQR].
Results: Forty consecutive pediatric patients participated. The sanguineous group (n = 26) was younger (4.0 [0.2 - 6.0] vs 48.5 [39.0 - 69.5] months; p = 2.6 × 10-7) and smaller (4.9 [34 - 6.6] vs 17.2 [14.9 - 19.6] kg; p = 2.6 × 10-7) than the crystalloid group (n = 14). Despite this, baseline concentrations of 20 complement and cytokine concentrations were comparable between groups (p > 0.05) while four showed differences between groups (p < 0.05). The sanguineous prime contained supraphysiologic concentrations of complement mediators: C2, C3, C3a, C3b, and C5a. Correspondingly, upon CPB initiation, patients receiving sanguineous prime exhibited a significantly larger burden of C2, C3, C3b, C5, and C5a (p < 0.001) relative to the crystalloid group. Cytokine and chemokine mediators were present at trace levels in the sanguineous prime.
Conclusions: Sanguineous prime contains activated complement that accelerates the inflammatory response at CPB initiation in neonates and infants. Immunomodulatory interventions targeting complement during CPB prime preparation could offer substantial benefits for these vulnerable patients.
{"title":"Sanguineous cardiopulmonary bypass prime accelerates the inflammatory response during pediatric cardiac surgery.","authors":"Joel Bierer, Roger Stanzel, Mark Henderson, John Sapp, Pantelis Andreou, Jean S Marshall, David Horne","doi":"10.1177/02676591241291944","DOIUrl":"https://doi.org/10.1177/02676591241291944","url":null,"abstract":"<p><strong>Background: </strong>The inflammatory response to cardiopulmonary bypass (CPB) in pediatric patients remains an unresolved challenge. Sanguineous CPB prime, composed of allogenic blood products, is one potentially important stimulus. This study aims to identify specific inflammatory mediators active in sanguineous CPB prime and their impact on the inflammatory response at CPB initiation.</p><p><strong>Methods: </strong>In a post-hoc analysis of a prospective observational cohort study (NCT05154864), where pediatric patients undergoing cardiac surgery with CPB were enrolled after informed consent, patients were grouped by CPB prime type (<i>sanguineous</i> vs <i>crystalloid</i>). Arterial samples were collected post-sternotomy as a baseline and again at CPB initiation from all patients. In the <i>sanguineous</i> group, CPB prime samples were also collected after buffered ultrafiltration but before CPB initiation. <i>Luminex®</i> measured concentrations of 24 inflammatory mediators for comparison between groups. Statistical analyses were by Mann-Whitney test and Wilcoxon signed-rank test. Data are presented as median [IQR].</p><p><strong>Results: </strong>Forty consecutive pediatric patients participated. The <i>sanguineous</i> group (<i>n</i> = 26) was younger (4.0 [0.2 - 6.0] vs 48.5 [39.0 - 69.5] months; <i>p</i> = 2.6 × 10<sup>-7</sup>) and smaller (4.9 [34 - 6.6] vs 17.2 [14.9 - 19.6] kg; <i>p</i> = 2.6 × 10<sup>-7</sup>) than the <i>crystalloid</i> group (<i>n</i> = 14). Despite this, baseline concentrations of 20 complement and cytokine concentrations were comparable between groups (<i>p</i> > 0.05) while four showed differences between groups (<i>p</i> < 0.05). The sanguineous prime contained supraphysiologic concentrations of complement mediators: C2, C3, C3a, C3b, and C5a. Correspondingly, upon CPB initiation, patients receiving sanguineous prime exhibited a significantly larger burden of C2, C3, C3b, C5, and C5a (<i>p</i> < 0.001) relative to the crystalloid group. Cytokine and chemokine mediators were present at trace levels in the sanguineous prime.</p><p><strong>Conclusions: </strong>Sanguineous prime contains activated complement that accelerates the inflammatory response at CPB initiation in neonates and infants. Immunomodulatory interventions targeting complement during CPB prime preparation could offer substantial benefits for these vulnerable patients.</p>","PeriodicalId":49707,"journal":{"name":"Perfusion-Uk","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142394729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-07DOI: 10.1177/02676591241290924
Hansjoerg Jenni, Benjamin Kovacic, Maks Mihalj, Markus Huber, Robert Rieben, Thierry Carrel, Matthias Siepe, Alexander Kadner, Gabor Erdoes
Objective: Minimally invasive extracorporeal circulation has been shown to be non-inferior or even superior to conventional cardiopulmonary bypass circuits in isolated coronary artery bypass grafting, but there is little evidence whether the addition of a heparin-coated circuit can further reduce the inflammatory response and amount of bleeding in these patients.
Methods: A single-center randomized control trial enrolled 49 adult patients scheduled to undergo isolated coronary artery bypass grafting with minimally invasive extracorporeal circulation (MiECC) between January 2015 and December 2018. Patients were randomized 1:1 to either the heparin-coated circuit group, or the uncoated (control) circuit group. The primary outcome was chest tube output 18 h after weaning from MiECC, and secondary outcomes included inflammatory (TNF-α, IL-6, IL-8, IL-10) and complement (C3a, C4d, C5a, sC5b-9) biomarkers, platelet count and function (D2D, TAT, SDC1, PF4), number of transfused blood products, and 30-day survival.
Results: Patients were randomized to undergo myocardial revascularization using heparin-coated circuits (n = 25), and to the uncoated MiECC circuit (n = 24), with comparable baseline demographics. No significant difference was observed in chest tube output and for all secondary outcomes. IL-6 and IL-8 were increased from baseline at 18 h after weaning (effect size 0.29 and 0.05, respectively) and sC5b-9 was lower (effect size 0.11) in the heparin-coated than in the uncoated MiECC, although not significantly different.
Conclusions: Compared with an uncoated MiECC circuit, heparin-coated MiECC circuit was not associated with a reduction in postoperative bleeding, transfusion, inflammation, complement activation, and platelet biomarkers, following isolated coronary artery bypass grafting.
{"title":"Comparable bleeding and inflammation outcomes between heparin-coated and uncoated minimal invasive extracorporeal circuits in isolated coronary artery bypass surgery - A double-blinded randomized control trial.","authors":"Hansjoerg Jenni, Benjamin Kovacic, Maks Mihalj, Markus Huber, Robert Rieben, Thierry Carrel, Matthias Siepe, Alexander Kadner, Gabor Erdoes","doi":"10.1177/02676591241290924","DOIUrl":"https://doi.org/10.1177/02676591241290924","url":null,"abstract":"<p><strong>Objective: </strong>Minimally invasive extracorporeal circulation has been shown to be non-inferior or even superior to conventional cardiopulmonary bypass circuits in isolated coronary artery bypass grafting, but there is little evidence whether the addition of a heparin-coated circuit can further reduce the inflammatory response and amount of bleeding in these patients.</p><p><strong>Methods: </strong>A single-center randomized control trial enrolled 49 adult patients scheduled to undergo isolated coronary artery bypass grafting with minimally invasive extracorporeal circulation (MiECC) between January 2015 and December 2018. Patients were randomized 1:1 to either the heparin-coated circuit group, or the uncoated (control) circuit group. The primary outcome was chest tube output 18 h after weaning from MiECC, and secondary outcomes included inflammatory (TNF-α, IL-6, IL-8, IL-10) and complement (C3a, C4d, C5a, sC5b-9) biomarkers, platelet count and function (D2D, TAT, SDC1, PF4), number of transfused blood products, and 30-day survival.</p><p><strong>Results: </strong>Patients were randomized to undergo myocardial revascularization using heparin-coated circuits (<i>n</i> = 25), and to the uncoated MiECC circuit (<i>n</i> = 24), with comparable baseline demographics. No significant difference was observed in chest tube output and for all secondary outcomes. IL-6 and IL-8 were increased from baseline at 18 h after weaning (effect size 0.29 and 0.05, respectively) and sC5b-9 was lower (effect size 0.11) in the heparin-coated than in the uncoated MiECC, although not significantly different.</p><p><strong>Conclusions: </strong>Compared with an uncoated MiECC circuit, heparin-coated MiECC circuit was not associated with a reduction in postoperative bleeding, transfusion, inflammation, complement activation, and platelet biomarkers, following isolated coronary artery bypass grafting.</p>","PeriodicalId":49707,"journal":{"name":"Perfusion-Uk","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142382070","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-05DOI: 10.1177/02676591241289352
Sanjay Chaubey, Habib Khan, Jatin Desai
Background: Improved long term survival has demonstrated by grafting left internal thoracic artery (LITA) to the left anterior descending artery (LAD). This study investigated the prognostic benefits of BITA versus single LITA with common anastomotic configurations of BITA.
Methods: Elective patients age below 60 years, undertaken by a single surgeon, between 1992 and 2014 were explored. Cox regression models were fitted to investigate prognostic benefits of BITA. Specific comparisons were made with BITA subgroups who received LITA to LAD or RITA to LAD to establish long-term prognostic difference with the use of the RITA to LAD as compared to the LITA to LAD anastomosis. Comparisons were made with other BITA configurations to establish long-term difference in survival as a result of the actual targets bypassed with BITA grafts.
Results: Both groups had similar baseline patient characteristics. Following risk adjustment, the use of a second ITA conferred a significant 48% reduction in long-term mortality to BITA group [HR 0.52 (95%CI: 0.36-0.74) p < .001]. The use of the RITA to LAD, instead of LITA, resulted in no difference in the long-term prognostic benefit. The targets grafted with second ITA conferred a significant prognostic benefit for common configurations it was used in for bypass surgery.
Conclusions: The use of BITA confers long term prognostic benefit to patients. Grafting RITA to LAD instead of more common LITA to LAD made no difference in long term prognosis when compared to CABG patients with single ITA. The use of a second ITA conduit in common configurations for CABG confers prognostic benefits irrespective of distal target grafted.
{"title":"Long term follow-up of bilateral internal thoracic artery use in young coronary artery bypass grafting patients: 29 year single surgeon experience.","authors":"Sanjay Chaubey, Habib Khan, Jatin Desai","doi":"10.1177/02676591241289352","DOIUrl":"10.1177/02676591241289352","url":null,"abstract":"<p><strong>Background: </strong>Improved long term survival has demonstrated by grafting left internal thoracic artery (LITA) to the left anterior descending artery (LAD). This study investigated the prognostic benefits of BITA versus single LITA with common anastomotic configurations of BITA.</p><p><strong>Methods: </strong>Elective patients age below 60 years, undertaken by a single surgeon, between 1992 and 2014 were explored. Cox regression models were fitted to investigate prognostic benefits of BITA. Specific comparisons were made with BITA subgroups who received LITA to LAD or RITA to LAD to establish long-term prognostic difference with the use of the RITA to LAD as compared to the LITA to LAD anastomosis. Comparisons were made with other BITA configurations to establish long-term difference in survival as a result of the actual targets bypassed with BITA grafts.</p><p><strong>Results: </strong>Both groups had similar baseline patient characteristics. Following risk adjustment, the use of a second ITA conferred a significant 48% reduction in long-term mortality to BITA group [HR 0.52 (95%CI: 0.36-0.74) <i>p</i> < .001]. The use of the RITA to LAD, instead of LITA, resulted in no difference in the long-term prognostic benefit. The targets grafted with second ITA conferred a significant prognostic benefit for common configurations it was used in for bypass surgery.</p><p><strong>Conclusions: </strong>The use of BITA confers long term prognostic benefit to patients. Grafting RITA to LAD instead of more common LITA to LAD made no difference in long term prognosis when compared to CABG patients with single ITA. The use of a second ITA conduit in common configurations for CABG confers prognostic benefits irrespective of distal target grafted.</p>","PeriodicalId":49707,"journal":{"name":"Perfusion-Uk","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142378485","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-04DOI: 10.1177/02676591241289841
Edward Chiou, Connor Lewis, Christina Creel-Bulos, Casey F Miller, Joshua L Chan, Mani A Daneshmand
Introduction: Pump thrombosis remains a feared complication following placement of durable left ventricular assist devices (LVAD) and can be particularly detrimental to individuals being bridged to heart transplantation. Complications associated with this malfunction not only increase morbidity related to right heart failure, hemolysis, and other organ failure, but may ultimately jeopardize a patient's heart transplant candidacy. Additionally, reoperation for durable ventricular device replacement not only poses additional surgical risks to patients but can potentially complicate or even prohibit transplantation in the future.
Case report: This case report describes a novel configuration of temporary, groin-free, percutaneously-deployed biventricular mechanical circulatory devices to support a patient with biventricular failure due to partial LVAD thrombosis.
Discussion/conclusion: The use of less invasive mechanical support measures, such as the approach described here, may help patients achieve adequate hemodynamic support while allowing them to remain ambulatory and facilitate successful bridging to heart transplantation.
{"title":"TriVAD: Successful use of Impella 5.5 and Protek Duo CentriMag RVAD following Heartware HVAD thrombosis as a bridge to heart transplant.","authors":"Edward Chiou, Connor Lewis, Christina Creel-Bulos, Casey F Miller, Joshua L Chan, Mani A Daneshmand","doi":"10.1177/02676591241289841","DOIUrl":"https://doi.org/10.1177/02676591241289841","url":null,"abstract":"<p><strong>Introduction: </strong>Pump thrombosis remains a feared complication following placement of durable left ventricular assist devices (LVAD) and can be particularly detrimental to individuals being bridged to heart transplantation. Complications associated with this malfunction not only increase morbidity related to right heart failure, hemolysis, and other organ failure, but may ultimately jeopardize a patient's heart transplant candidacy. Additionally, reoperation for durable ventricular device replacement not only poses additional surgical risks to patients but can potentially complicate or even prohibit transplantation in the future.</p><p><strong>Case report: </strong>This case report describes a novel configuration of temporary, groin-free, percutaneously-deployed biventricular mechanical circulatory devices to support a patient with biventricular failure due to partial LVAD thrombosis.</p><p><strong>Discussion/conclusion: </strong>The use of less invasive mechanical support measures, such as the approach described here, may help patients achieve adequate hemodynamic support while allowing them to remain ambulatory and facilitate successful bridging to heart transplantation.</p>","PeriodicalId":49707,"journal":{"name":"Perfusion-Uk","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142376241","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-04DOI: 10.1177/02676591241288793
Katherine M Raja, Michael Plazak, Joseph Rabin, Aakash Shah, Ilana Grabenstein, Appajosula Rao, Allison Bathula, Stephen Stachnick, Howard T Massey, David Zapata, Bradley Taylor, Alison Grazioli
Introduction: Hypoalbuminemia is predictive of mortality in critically ill patients, especially those with cardiac etiologies of illness. The objective of this study was to determine the association of albumin level pre-cannulation for veno-arterial (V-A) extracorporeal membrane oxygenation (ECMO) and important clinical hospital outcomes.
Methods: This was a retrospective, observational cohort study of albumin levels in patients with cardiogenic shock requiring V-A ECMO between December 2015 and August 2021 in a single, high-volume ECMO center. The primary outcome was in-hospital mortality.
Results: Of 434 patients assessed, 318 were included. The overall mean pre-ECMO albumin was 3 ± 0.8 g/dL and mean albumin at 72 hours post-cannulation was 2.7 ± 0.5 g/dL. For patients with pre-ECMO albumin ≤3 g/dL vs. >3 g/dL, in-hospital mortality was 44.9% vs. 27.5%, respectively (p = .002). In multivariable logistic regression analysis, higher albumin (per 1 g/dL increase) at time of V-A ECMO initiation was associated with decreased odds of in-hospital mortality (OR, 0.68; 95% CI, 0.48-0.96; p = .03). Patients with a pre-ECMO albumin ≤3 g/dL required significantly more platelet transfusions and had higher incidence of gastrointestinal bleeding during V-A ECMO support (both p < .05).
Conclusions: Hypoalbuminemia at time of cannulation is significantly associated with in-hospital mortality and ECMO-related complications including platelet transfusion and gastrointestinal bleeding. Albumin levels at the time of consideration of V-A ECMO may serve as a key prognostic indicator and may assist in effective decision-making regarding this invasive and costly resource.
{"title":"Hypoalbuminemia is a predictor of mortality in patients with cardiogenic shock requiring veno-arterial extracorporeal membrane oxygenation.","authors":"Katherine M Raja, Michael Plazak, Joseph Rabin, Aakash Shah, Ilana Grabenstein, Appajosula Rao, Allison Bathula, Stephen Stachnick, Howard T Massey, David Zapata, Bradley Taylor, Alison Grazioli","doi":"10.1177/02676591241288793","DOIUrl":"https://doi.org/10.1177/02676591241288793","url":null,"abstract":"<p><strong>Introduction: </strong>Hypoalbuminemia is predictive of mortality in critically ill patients, especially those with cardiac etiologies of illness. The objective of this study was to determine the association of albumin level pre-cannulation for veno-arterial (V-A) extracorporeal membrane oxygenation (ECMO) and important clinical hospital outcomes.</p><p><strong>Methods: </strong>This was a retrospective, observational cohort study of albumin levels in patients with cardiogenic shock requiring V-A ECMO between December 2015 and August 2021 in a single, high-volume ECMO center. The primary outcome was in-hospital mortality.</p><p><strong>Results: </strong>Of 434 patients assessed, 318 were included. The overall mean pre-ECMO albumin was 3 ± 0.8 g/dL and mean albumin at 72 hours post-cannulation was 2.7 ± 0.5 g/dL. For patients with pre-ECMO albumin ≤3 g/dL vs. >3 g/dL, in-hospital mortality was 44.9% vs. 27.5%, respectively (<i>p</i> = .002). In multivariable logistic regression analysis, higher albumin (per 1 g/dL increase) at time of V-A ECMO initiation was associated with decreased odds of in-hospital mortality (OR, 0.68; 95% CI, 0.48-0.96; <i>p</i> = .03). Patients with a pre-ECMO albumin ≤3 g/dL required significantly more platelet transfusions and had higher incidence of gastrointestinal bleeding during V-A ECMO support (both <i>p</i> < .05).</p><p><strong>Conclusions: </strong>Hypoalbuminemia at time of cannulation is significantly associated with in-hospital mortality and ECMO-related complications including platelet transfusion and gastrointestinal bleeding. Albumin levels at the time of consideration of V-A ECMO may serve as a key prognostic indicator and may assist in effective decision-making regarding this invasive and costly resource.</p>","PeriodicalId":49707,"journal":{"name":"Perfusion-Uk","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142373357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}