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Quality improvement initiative to achieve early enteral feeds in preterm infants at a level IV neonatal intensive care unit. 在四级新生儿重症监护病房对早产儿进行早期肠内喂养的质量改进措施。
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-11-01 DOI: 10.1002/ncp.11236
Usha Prasad, Kendall Johnson, Stephanie McGuire, Kathleen Haines, Annmarie Spizzoucco, Shabnam Lainwala

Objective: We report the results of a quality improvement initiative to reduce the time to full enteral feeds and number of central line and parenteral nutrition days in premature infants in a level IV neonatal intensive care unit (NICU) by 20%.

Study design: In 2020, a multidisciplinary team at our NICU initiated a quality improvement project to improve enteral feeding in infants with a birthweight <1800 g. The key drivers were early donor human milk consent, trophic feeds initiation, and modification of the enteral feeding guidelines. The interventions included prenatal donor human milk consents, mandatory staff education, and NICU newsletter reminders. Retrospective baseline data were collected May 1, 2020, to November 23, 2020, and prospective data were collected November 24, 2020, to September 30, 2022.

Results: Special cause variation was detected for time to achieve full enteral feeds, central line days, and parenteral nutrition days with 30%, 44%, and 42% improvements, respectively. There was no increase in feeding intolerance or necrotizing enterocolitis.

Conclusion: Small changes in feeding guideline processes improved enteral feedings in preterm infants without increase in morbidities. Our process measures are practical and easy to implement in most NICU settings.

目标:我们报告了一项质量改进计划的成果,该计划旨在将四级新生儿重症监护病房(NICU)中早产儿完全肠内喂养的时间以及中心管路和肠外营养的天数减少 20%:2020 年,我们新生儿重症监护室的一个多学科团队启动了一项质量改进项目,以改善出生体重不足婴儿的肠内喂养:在实现完全肠内喂养的时间、中心管天数和肠外营养天数方面发现了特殊原因差异,改善率分别为 30%、44% 和 42%。喂养不耐受或坏死性小肠结肠炎的发生率没有增加:结论:喂养指南流程的微小改变改善了早产儿的肠内喂养,同时不会增加发病率。我们的流程措施实用且易于在大多数新生儿重症监护室环境中实施。
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引用次数: 0
Playing sport as a central-line carrier: a survey to collect the European pediatric intestinal failure centers' view. 作为中心管路携带者参加体育运动:收集欧洲儿科肠道衰竭中心观点的调查。
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-10-31 DOI: 10.1002/ncp.11235
Rebecca Pulvirenti, Miriam Duci, Cecile Lambe, Annika Mutanen, Henrik Arnell, Merit M Tabbers, Francesco Fascetti-Leon

Background: The administration of home parenteral nutrition improves quality of life for patients with intestinal failure, thus fostering their will to actively participate to social activities. Nevertheless, sports participation can be risky for patients with a central venous catheter (CVC). Despite literature thoroughly proving the positive impact of sports on motor-psychosocial development, no consistent evidence assessing its role on central-line complications is available. This study aimed to report the European centers' approach to children with intestinal failure on home parenteral nutrition and interested in playing sports, further assessing complications and how to prevent them.

Materials and methods: A questionnaire focusing on children with intestinal failure regarding physical activity was circulated to 20 centers. Questions assessed the centers' policy for CVC management, the sports-related recommendations for patients on home parenteral nutrition and complication rates.

Results: Sixteen (80%) centers filled in the questionnaire. Twelve centers reported not to have a standardized formal protocol for catheter care during sports. All centers encouraged patients to perform mild/moderate exercise, whereas high-contact sports were allowed by one center only. Specific dressings were suggested to protect the vascular access device, especially for water sports. Only one sports-related complication (rupture) was reported.

Conclusion: This survey emphasizes that sports should not be restricted in patients with intestinal failure and represents a blueprint for sports-related recommendations for these patients. Prospective studies assessing complication rates are advisable to ensure an improved access to sports for these patients.

背景:家庭肠外营养可提高肠功能衰竭患者的生活质量,从而增强他们积极参与社会活动的意愿。然而,对于使用中心静脉导管(CVC)的患者来说,参加体育运动可能会有风险。尽管有文献充分证明了体育运动对运动-心理-社会发展的积极影响,但目前还没有一致的证据评估体育运动对中心静脉导管并发症的作用。本研究旨在报告欧洲各中心对接受家庭肠外营养并有兴趣参加体育运动的肠功能衰竭患儿所采取的方法,进一步评估并发症以及如何预防并发症:我们向 20 家中心发放了一份调查问卷,主要针对肠功能衰竭儿童的体育活动。问题包括评估中心的 CVC 管理政策、对接受家庭肠外营养患者的运动相关建议以及并发症发生率:16家中心(80%)填写了问卷。有 12 家中心表示没有制定运动期间导管护理的标准化正式方案。所有中心都鼓励患者进行轻度/中度运动,只有一家中心允许患者进行高接触性运动。建议使用特定的敷料来保护血管通路装置,尤其是水上运动。仅报告了一起与运动相关的并发症(破裂):这项调查强调,肠功能衰竭患者不应限制运动,并为这些患者提供了运动相关建议的蓝本。对并发症发生率进行评估的前瞻性研究对确保改善这些患者的运动机会很有帮助。
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引用次数: 0
Screening, identification, and diagnosis of malnutrition in hospitalized patients with solid tumors: A retrospective cohort study. 住院实体瘤患者营养不良的筛查、识别和诊断:一项回顾性队列研究。
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-10-29 DOI: 10.1002/ncp.11233
Aynur Aktas, Declan Walsh, Danielle Boselli, Lenna Finch, Michelle L Wallander, Kunal C Kadakia

Background: Malnutrition is common in hospitalized patients with cancer and adversely affects clinical outcomes. We evaluated the prevalence of malnutrition risk, dietitian-identified malnutrition (DIMN), and physician-diagnosed malnutrition (PDMN) at admission.

Methods: This retrospective study included adults diagnosed with a stage I-IV solid tumor malignancy and admitted to Atrium Health Carolinas Medical Center from January 2016 to May 2019. Malnutrition risk was determined by a score ≥2 on the Malnutrition Screening Tool (MST) administered by a registered nurse during the intake process. Registered dietitian nutritionist (RDN) assessments were reviewed for DIMN and grade (mild, moderate, or severe). PDMN included malnutrition International Classification of Diseases, Tenth Revision codes in the discharge summary. Univariate models were estimated; multivariate logistic regression models identified associations between clinicodemographic factors and malnutrition prevalence with stepwise selection.

Results: A total of 5143 patients were included. Median age was 63 (range 18-102) years, 48% were female, 70% were White, and 24% were Black. Upper gastrointestinal (21%), thoracic (18%), and genitourinary (18%) cancers were most common. A total of 28% had stage IV disease. MST scores were available for 4085 (79%); 1005 of 4085 (25%) were at malnutrition risk. Eleven percent (n = 557) had malnutrition coded by a physician or documented by an RDN; 4% (n = 223) of these were identified by both clinicians, 4% (n = 197) by RDNs only, and 3% (n = 137) by physicians only.

Conclusion: Malnutrition appears to be underdiagnosed by both RDNs and physicians. Underdiagnosis of malnutrition may have significant clinical, operational, and financial implications in cancer care.

背景:营养不良在住院癌症患者中很常见,并对临床预后产生不利影响。我们评估了入院时营养不良风险、营养师确认的营养不良(DIMN)和医生诊断的营养不良(PDMN)的发生率:这项回顾性研究纳入了2016年1月至2019年5月期间被诊断为I-IV期实体瘤恶性肿瘤并入住Atrium Health Carolinas医疗中心的成年人。营养不良风险由注册护士在入院过程中进行的营养不良筛查工具(MST)评分≥2分确定。对注册营养师 (RDN) 的评估进行审查,以确定 DIMN 和等级(轻度、中度或重度)。PDMN 包括出院摘要中的营养不良国际疾病分类第十版代码。对单变量模型进行了估计;多变量逻辑回归模型通过逐步选择确定了临床人口学因素与营养不良发生率之间的关联:结果:共纳入 5143 名患者。中位年龄为 63 岁(18-102 岁不等),48% 为女性,70% 为白人,24% 为黑人。上消化道癌症(21%)、胸部癌症(18%)和泌尿生殖系统癌症(18%)最为常见。共有 28% 的患者处于 IV 期。4085人(79%)有MST评分;4085人中有1005人(25%)有营养不良风险。11%(n = 557)的营养不良情况由医生编码或由营养营养师记录;其中4%(n = 223)的营养不良情况由两位临床医生共同确认,4%(n = 197)的营养不良情况仅由营养营养营养师确认,3%(n = 137)的营养不良情况仅由医生确认:营养不良似乎被营养营养师和医生诊断不足。营养不良的诊断不足可能会对癌症护理的临床、操作和财务产生重大影响。
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引用次数: 0
Peripheral parenteral nutrition: A retrospective observational study to evaluate utility and complications. 外周肠外营养:一项评估实用性和并发症的回顾性观察研究。
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-10-28 DOI: 10.1002/ncp.11237
Emma Bidgood, Joanna Huang, Elise Murphy, Ralley Prentice, Beth Hede, David Russell

Background: Peripheral parenteral nutrition (PPN) provides an alternative nutrition support strategy to centrally administered PN for specific patients requiring short-term PN. Previous studies have demonstrated limited use of PPN and variable complication rates. This study aimed to evaluate PPN complications and usage at this center.

Methods: This was a single-center retrospective observational study of all adult patients who received at least 1 day of PPN from June 2018 to December 2023. Demographic and clinical data were collected, including complications, indications for PN and reason for PPN, duration of therapy, reason for cessation of PPN, nutrition status, energy and protein provision, and central line insertion rates.

Results: 381 patients were included, the median age was 62 (interquartile range = 28-74) years, and 235 were men (61.7%). The most common indication for PN was ileus (n = 153, 40%) followed by gastrointestinal obstruction (n = 93, 24%). The median time receiving PPN was 3 (2-4) days. Patients received a median of 65% (55%-75%) of energy and 58% (50%-69%) of protein requirements with PPN. Malnutrition was diagnosed in 47.5% (n = 181) of this cohort. Total complication rates were 8.7% (n = 33), with cannula infiltration being the most common complication (6.6%, n = 25). 213 (56%) patients proceeded to central line insertion.

Conclusion: PPN proved to be a safe and effective therapy for short-term PN when managed by a nutrition support team. PPN has the potential to attenuate short-term nutrition deficits and prevent central venous access device insertion in selected patients, making it a valuable nutrition support therapy.

背景:外周肠外营养(PPN)为需要短期肠外营养的特定患者提供了一种替代中央给药肠外营养的营养支持策略。以往的研究表明,PPN 的使用有限,且并发症发生率不一。本研究旨在评估该中心的 PPN 并发症和使用情况:这是一项单中心回顾性观察研究,研究对象为 2018 年 6 月至 2023 年 12 月期间接受至少 1 天 PPN 的所有成人患者。研究收集了人口统计学和临床数据,包括并发症、PN 适应症和 PPN 原因、治疗持续时间、停止 PPN 原因、营养状况、能量和蛋白质供应以及中心管插入率:共纳入 381 名患者,中位年龄为 62 岁(四分位数间距 = 28-74),235 人为男性(61.7%)。最常见的 PN 适应症是回肠梗阻(153 人,占 40%),其次是胃肠道梗阻(93 人,占 24%)。接受 PPN 的中位时间为 3(2-4)天。患者通过 PPN 获得的能量和蛋白质需求量的中位数分别为 65% (55%-75%) 和 58% (50%-69%)。47.5%的患者(n = 181)被诊断为营养不良。总并发症发生率为 8.7%(33 例),插管浸润是最常见的并发症(6.6%,25 例)。213名(56%)患者进行了中心静脉置管:事实证明,在营养支持团队的管理下,PPN 是一种安全有效的短期 PN 治疗方法。PPN 有可能减轻短期营养不足,并防止选定患者插入中心静脉通路装置,因此是一种有价值的营养支持疗法。
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引用次数: 0
Comparing A-mode ultrasound and computed tomography for assessing cancer-related sarcopenia: A cross-sectional study. 比较 A 型超声波和计算机断层扫描评估癌症相关肌肉疏松症:横断面研究
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-10-28 DOI: 10.1002/ncp.11234
Iasmin M Sousa, Jarson P da Costa Pereira, Rodrigo A B Rüegg, Guilherme C F Calado, Jadson G Xavier, Nithaela A Bennemann, Maria K do Nascimento, Ana P T Fayh

Background: A-mode ultrasound (US) is a potential method for directly measuring muscle thickness in patients with cancer, but its utility remains underexplored. We aimed to evaluate the feasibility of using A-mode US to assess muscle thickness, compare it with computed tomography (CT)-derived results, and assess its ability to diagnose sarcopenia.

Methods: A cross-sectional analysis was conducted with hospitalized patients with cancer. Muscle cross-sectional area (CSA) was derived from CT scans. Biceps muscle thickness (BMT) and thigh muscle thickness (TMT) by A-mode US were assessed. BMT + TMT were also combined as an additional phenotype. Muscle strength was assessed using handgrip strength (HGS) test. Sarcopenia was defined as low muscle mass (CT- and US-derived) + low HGS.

Results: We included 120 patients (53.3% women, 45% older adults, and 85.8% with disease stages III-IV). TMT alone and the combined approach (BMT + TMT) were weak and positively correlated and significantly associated with muscle CSA, explaining 35% of CSA variability (R2 = 0.35). TMT individual and combined with BMT exhibited the highest accuracy for men (area under the curve >0.70). Sarcopenia diagnosed by BMT + TMT exhibited the highest frequency (34%) and moderate agreement with CT-derived sarcopenia (κ = 0.48).

Conclusion: A-mode US has the potential to be a feasible tool for diagnosing sarcopenia in clinical practice at the bedside for patients with cancer despite the need for further improvements in the tool's accuracy. Our main findings suggest that combining measurements of BMT and TMT may enhance its clinical significance in diagnosing sarcopenia.

背景:A型超声波(US)是直接测量癌症患者肌肉厚度的一种潜在方法,但其实用性仍未得到充分探索。我们旨在评估使用 A 型超声波评估肌肉厚度的可行性,将其与计算机断层扫描(CT)得出的结果进行比较,并评估其诊断肌肉疏松症的能力:方法:我们对住院的癌症患者进行了横断面分析。肌肉横截面积(CSA)由 CT 扫描得出。通过 A 型 US 评估肱二头肌厚度(BMT)和大腿肌肉厚度(TMT)。BMT+TMT还被合并为一个额外的表型。肌肉力量通过手握力量(HGS)测试进行评估。肌肉疏松症被定义为低肌肉质量(CT 和 US 导出)+ 低 HGS:我们共纳入了 120 名患者(53.3% 为女性,45% 为老年人,85.8% 为疾病 III-IV 期)。单独 TMT 和联合方法(BMT + TMT)与肌肉 CSA 呈弱正相关,且有显著相关性,可解释 35% 的 CSA 变异(R2 = 0.35)。对男性而言,单独的 TMT 和结合 BMT 的 TMT 具有最高的准确性(曲线下面积大于 0.70)。通过 BMT + TMT 诊断出的肌肉疏松症出现频率最高(34%),与 CT 导出的肌肉疏松症的吻合度中等(κ = 0.48):尽管该工具的准确性有待进一步提高,但在临床实践中,A 型 US 有可能成为癌症患者床旁诊断肌肉疏松症的可行工具。我们的主要研究结果表明,结合测量 BMT 和 TMT 可提高其在诊断肌肉疏松症方面的临床意义。
{"title":"Comparing A-mode ultrasound and computed tomography for assessing cancer-related sarcopenia: A cross-sectional study.","authors":"Iasmin M Sousa, Jarson P da Costa Pereira, Rodrigo A B Rüegg, Guilherme C F Calado, Jadson G Xavier, Nithaela A Bennemann, Maria K do Nascimento, Ana P T Fayh","doi":"10.1002/ncp.11234","DOIUrl":"https://doi.org/10.1002/ncp.11234","url":null,"abstract":"<p><strong>Background: </strong>A-mode ultrasound (US) is a potential method for directly measuring muscle thickness in patients with cancer, but its utility remains underexplored. We aimed to evaluate the feasibility of using A-mode US to assess muscle thickness, compare it with computed tomography (CT)-derived results, and assess its ability to diagnose sarcopenia.</p><p><strong>Methods: </strong>A cross-sectional analysis was conducted with hospitalized patients with cancer. Muscle cross-sectional area (CSA) was derived from CT scans. Biceps muscle thickness (BMT) and thigh muscle thickness (TMT) by A-mode US were assessed. BMT + TMT were also combined as an additional phenotype. Muscle strength was assessed using handgrip strength (HGS) test. Sarcopenia was defined as low muscle mass (CT- and US-derived) + low HGS.</p><p><strong>Results: </strong>We included 120 patients (53.3% women, 45% older adults, and 85.8% with disease stages III-IV). TMT alone and the combined approach (BMT + TMT) were weak and positively correlated and significantly associated with muscle CSA, explaining 35% of CSA variability (R<sup>2</sup> = 0.35). TMT individual and combined with BMT exhibited the highest accuracy for men (area under the curve >0.70). Sarcopenia diagnosed by BMT + TMT exhibited the highest frequency (34%) and moderate agreement with CT-derived sarcopenia (κ = 0.48).</p><p><strong>Conclusion: </strong>A-mode US has the potential to be a feasible tool for diagnosing sarcopenia in clinical practice at the bedside for patients with cancer despite the need for further improvements in the tool's accuracy. Our main findings suggest that combining measurements of BMT and TMT may enhance its clinical significance in diagnosing sarcopenia.</p>","PeriodicalId":19354,"journal":{"name":"Nutrition in Clinical Practice","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142522554","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}
引用次数: 0
Exploring the lived experiences of adults using home enteral nutrition and their caregivers: A meta-aggregation qualitative systematic review. 探索使用家庭肠内营养的成年人及其照顾者的生活经历:荟萃定性系统综述。
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-10-25 DOI: 10.1002/ncp.11225
Rebekah Sandhu, Treeva Elliott, Whitney Hussain, John Engbers, Rosemin Kassam

Home enteral nutrition (HEN) provides nutrition through a tube to individuals at home who cannot meet their needs by mouth. Systematic reviews have explored the experiences of HEN subpopulations, such as those with head and neck cancers. Given HEN services care for adults with various underlying conditions, a synthesis of the experiences of all adults using HEN and their caregivers is warranted. The purpose of this study is to summarize the experiences of HEN adult users and their caregivers regardless of underlying condition. Medline, PsychINFO, EmBase and CINAHL were systematically searched in January 2024. Studies with qualitative results and adult participants and focused on HEN were included. Studies with participants in nursing facilities, results using word counts, or not in English were excluded. Study quality was assessed using the Johanna Briggs Institute (JBI) qualitative checklist. Study design and participants' details were extracted. Themes were collated using the JBI meta-aggregative method. Forty studies (n = 732) were included. Three synthesized findings were identified: positive experiences (very low ConQual score), negative experiences (low ConQual score), and facilitators and coping mechanisms (moderate ConQual score). Although more negative than positive experiences were reported, users and caregivers who developed coping mechanisms or accessed supports viewed HEN as a worthwhile experience. Those with few supports or coping mechanisms did not. Based on this review, it is proposed that before starting HEN, users and caregivers should be made aware of the available supports and coping mechanisms. As negative experiences arise, healthcare providers should help users and caregivers access supports to improve their experiences.

家庭肠内营养(HEN)通过插管为无法通过口服满足需求的患者提供营养。有系统的综述探讨了家庭肠内营养亚人群(如头颈部癌症患者)的经历。鉴于 HEN 服务照顾的是患有各种基础疾病的成年人,因此有必要对所有使用 HEN 的成年人及其照顾者的经历进行总结。本研究的目的是总结使用 HEN 的成人及其护理人员的经验,而不考虑潜在的疾病。我们在 2024 年 1 月对 Medline、PsychINFO、EmBase 和 CINAHL 进行了系统检索。纳入的研究均为定性结果,且有成人参与,重点关注 HEN。排除了有护理机构参与者、使用字数统计结果或非英语的研究。研究质量采用约翰娜-布里格斯研究所(JBI)定性检查表进行评估。提取了研究设计和参与者的详细信息。采用 JBI 元归纳法对主题进行整理。共纳入 40 项研究(n = 732)。确定了三个综合结果:积极经验(ConQual 得分很低)、消极经验(ConQual 得分很低)以及促进因素和应对机制(ConQual 得分中等)。虽然报告的负面经历多于正面经历,但建立了应对机制或获得支持的使用者和护理者认为健康教育网是一次值得的经历。而那些缺乏支持或应对机制的人则不这么认为。根据本综述,建议在开始使用 HEN 之前,应让使用者和护理人员了解可用的支持和应对机制。当出现负面体验时,医疗服务提供者应帮助使用者和护理者获得支持,以改善他们的体验。
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引用次数: 0
Impact of nutrition-related laboratory tests on mortality of patients who are critically ill using artificial intelligence: A focus on trace elements, vitamins, and cholesterol. 利用人工智能分析营养相关实验室检测对危重病人死亡率的影响:关注微量元素、维生素和胆固醇。
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-10-25 DOI: 10.1002/ncp.11238
Dong Jin Park, Seung Min Baik, Hanyoung Lee, Hoonsung Park, Jae-Myeong Lee

Background: This study aimed to understand the collective impact of trace elements, vitamins, cholesterol, and prealbumin on patient outcomes in the intensive care unit (ICU) using an advanced artificial intelligence (AI) model for mortality prediction.

Methods: Data from ICU patients (December 2016 to December 2021), including serum levels of trace elements, vitamins, cholesterol, and prealbumin, were retrospectively analyzed using AI models. Models employed included category boosting (CatBoost), extreme gradient boosting (XGBoost), light gradient boosting machine (LGBM), and multilayer perceptron (MLP). Performance was evaluated using area under the receiver operating characteristic curve (AUROC), accuracy, precision, recall, and F1-score. The performance was evaluated using 10-fold crossvalidation. The SHapley Additive exPlanations (SHAP) method provided interpretability.

Results: CatBoost emerged as the top-performing individual AI model with an AUROC of 0.756, closely followed by LGBM, MLP, and XGBoost. Furthermore, the ensemble model combining these four models achieved the highest AUROC of 0.776 and more balanced metrics, outperforming all models. SHAP analysis indicated significant influences of prealbumin, Acute Physiology and Chronic Health Evaluation II score, and age on predictions. Notably, the ratios of selenium to age and low-density lipoprotein to total cholesterol also had a notable impact on the models' output.

Conclusion: The study underscores the critical role of nutrition-related parameters in ICU patient outcomes. Advanced AI models, particularly in an ensemble approach, demonstrated improved predictive accuracy. SHAP analysis offered insights into specific factors influencing patient survival, highlighting the need for broader consideration of these biomarkers in critical care management.

研究背景本研究旨在利用先进的人工智能(AI)死亡率预测模型,了解微量元素、维生素、胆固醇和前白蛋白对重症监护病房(ICU)患者预后的共同影响:使用人工智能模型对重症监护室患者的数据(2016 年 12 月至 2021 年 12 月)进行了回顾性分析,包括血清中的微量元素、维生素、胆固醇和前白蛋白水平。采用的模型包括类别提升(CatBoost)、极梯度提升(XGBoost)、光梯度提升机(LGBM)和多层感知器(MLP)。使用接收者操作特征曲线下面积(AUROC)、准确度、精确度、召回率和 F1 分数对性能进行了评估。性能评估采用 10 倍交叉验证。SHapley Additive exPlanations(SHAP)方法提供了可解释性:结果:CatBoost 以 0.756 的 AUROC 成为表现最好的单个人工智能模型,紧随其后的是 LGBM、MLP 和 XGBoost。此外,结合这四个模型的集合模型取得了最高的 AUROC(0.776)和更均衡的指标,表现优于所有模型。SHAP 分析表明,前白蛋白、急性生理学和慢性健康评估 II 评分以及年龄对预测结果有重大影响。值得注意的是,硒与年龄的比率以及低密度脂蛋白与总胆固醇的比率对模型的输出也有显著影响:结论:这项研究强调了营养相关参数在重症监护病房病人预后中的关键作用。先进的人工智能模型,尤其是集合方法,提高了预测的准确性。SHAP分析深入揭示了影响患者生存的特定因素,强调了在重症监护管理中更广泛地考虑这些生物标志物的必要性。
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引用次数: 0
Nutrition support for patients with renal dysfunction in the intensive care unit: A narrative review. 重症监护病房肾功能不全患者的营养支持:叙述性综述。
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-10-24 DOI: 10.1002/ncp.11231
Joanna L Otis, Nicholas M Parker, Rebecca A Busch

Providing optimal nutrition support in the intensive care unit (ICU) is a challenging and dynamic process. Energy, protein, fluid, electrolyte, and micronutrient requirements all can be altered in patients with acute, chronic, and acute-on-chronic kidney disease. Given that renal dysfunction occurs in up to one-half of ICU patients, it is imperative that nutrition support providers understand how renal dysfunction, its metabolic consequences, and its treatments, including renal replacement therapy (RRT), affect patients' nutrition needs. Data on nutrient requirements in critically ill patients with renal dysfunction are sparse. This article provides an overview of renal dysfunction in the ICU and identifies and addresses the unique nutrition challenges present among these patients, including those receiving RRT, as supported by the available literature and guidelines.

在重症监护室(ICU)中提供最佳营养支持是一个充满挑战的动态过程。急性、慢性和急性肾病患者对能量、蛋白质、液体、电解质和微量营养素的需求都会发生变化。鉴于多达二分之一的重症监护病房患者会出现肾功能障碍,营养支持提供者必须了解肾功能障碍、其代谢后果以及包括肾脏替代疗法(RRT)在内的治疗方法如何影响患者的营养需求。有关肾功能障碍重症患者营养需求的数据很少。本文概述了重症监护病房肾功能不全的情况,并根据现有文献和指南的支持,确定和解决了这些患者(包括接受 RRT 的患者)所面临的独特营养挑战。
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引用次数: 0
Comparison of microbiological loads of enteral products at two different ambient room temperatures. 比较两种不同环境室温下肠内产品的微生物载量。
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-10-24 DOI: 10.1002/ncp.11230
Alev Yıldız Ilıman, Merve Yurttaş, Dursun Fırat Ergül, Salim Tutkaoğlu

Background: Despite the high risk of bacterial contamination, no studies have been found that evaluate the optimal hanging time of open-system enteral sets under room temperature and intensive care conditions. This study aims to determine the differences in microbial loads of solutions taken from open-system enteral feeding sets hanging for 24 h under room temperature and intensive care conditions.

Methods: This study is a descriptive type of research. The study sample consisted of a total of 40 samples, with 20 samples under room temperature (25.2-23.3°C) and 20 samples under intensive care conditions (21.1-24.2°C). A simple random sampling method was used for sample selection. The assessment of microbial quality was based on the US Food and Drug Administration online Bacteriological Analytical Manual.

Results: In this study, it was determined that 5% of the samples taken from intensive care and 15% of the samples taken at room temperature exceeded the accepted limit for aerobic mesophilic bacteria count. The count of catalase and coagulase-negative Staphylococcus spp was 5% in intensive care samples and 40% in room temperature samples. The total coliform count was not detected in intensive care samples but was 35% in room temperature samples. Escherichia coli was not detected in either group.

Conclusion: Differences in microbial loads were observed when commercial enteral solutions were administered using open-system enteral feeding sets under room and intensive care conditions for 24 h. Therefore, large-scale studies are needed to determine the safe use of open-system enteral feeding sets under room temperature conditions.

背景:尽管细菌污染的风险很高,但尚未发现有研究对室温和重症监护条件下开放系统肠内饲喂器的最佳悬挂时间进行评估。本研究旨在确定在室温和重症监护条件下,从悬挂 24 小时的开放式系统肠内饲喂器中提取的溶液中微生物负荷的差异:本研究为描述性研究。研究样本共包括 40 个样本,其中 20 个样本在室温(25.2-23.3°C)条件下,20 个样本在重症监护条件下(21.1-24.2°C)。样本选择采用简单随机抽样法。微生物质量的评估以美国食品和药物管理局在线细菌分析手册为依据:在这项研究中,5% 的重症监护样本和 15%的室温样本的需氧中嗜性细菌数量超过了公认的限值。特护病房样本中过氧化氢酶和凝固酶阴性葡萄球菌的数量为 5%,室温样本中为 40%。在重症监护样本中未检测到总大肠菌群,但在室温样本中检测到 35%。两组样本中均未检出大肠埃希氏菌:因此,需要进行大规模研究,以确定在室温条件下安全使用开放式系统肠道喂养装置。
{"title":"Comparison of microbiological loads of enteral products at two different ambient room temperatures.","authors":"Alev Yıldız Ilıman, Merve Yurttaş, Dursun Fırat Ergül, Salim Tutkaoğlu","doi":"10.1002/ncp.11230","DOIUrl":"https://doi.org/10.1002/ncp.11230","url":null,"abstract":"<p><strong>Background: </strong>Despite the high risk of bacterial contamination, no studies have been found that evaluate the optimal hanging time of open-system enteral sets under room temperature and intensive care conditions. This study aims to determine the differences in microbial loads of solutions taken from open-system enteral feeding sets hanging for 24 h under room temperature and intensive care conditions.</p><p><strong>Methods: </strong>This study is a descriptive type of research. The study sample consisted of a total of 40 samples, with 20 samples under room temperature (25.2-23.3°C) and 20 samples under intensive care conditions (21.1-24.2°C). A simple random sampling method was used for sample selection. The assessment of microbial quality was based on the US Food and Drug Administration online Bacteriological Analytical Manual.</p><p><strong>Results: </strong>In this study, it was determined that 5% of the samples taken from intensive care and 15% of the samples taken at room temperature exceeded the accepted limit for aerobic mesophilic bacteria count. The count of catalase and coagulase-negative Staphylococcus spp was 5% in intensive care samples and 40% in room temperature samples. The total coliform count was not detected in intensive care samples but was 35% in room temperature samples. Escherichia coli was not detected in either group.</p><p><strong>Conclusion: </strong>Differences in microbial loads were observed when commercial enteral solutions were administered using open-system enteral feeding sets under room and intensive care conditions for 24 h. Therefore, large-scale studies are needed to determine the safe use of open-system enteral feeding sets under room temperature conditions.</p>","PeriodicalId":19354,"journal":{"name":"Nutrition in Clinical Practice","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142504873","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}
引用次数: 0
Two-step GLIM approach using NRS-2002 screening tool vs direct GLIM criteria application in hospital malnutrition diagnosis: A cross-sectional study. 使用 NRS-2002 筛查工具的两步 GLIM 方法与直接应用 GLIM 标准进行医院营养不良诊断的对比:一项横断面研究。
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-10-24 DOI: 10.1002/ncp.11229
Mostafa Shahraki Jazinaki, Abdolreza Norouzy, Seyyed Mostafa Arabi, Mohammad Reza Shadmand Foumani Moghadam, Ali Jafarzadeh Esfahani, Mohammad Safarian

Background: The two-step Global Leadership Initiative on Malnutrition (GLIM) approach was recently introduced to malnutrition diagnosis in a hospital setting. This study compares the diagnostic performance of this approach that uses the Nutritional Risk Screening-2002 (NRS-2002) as a screening tool and the direct application of GLIM malnutrition diagnostic criteria in hospitalized patients.

Methods: This cross-sectional study involved 290 adult and older adult patients who were hospitalized. A trained nutritionist implemented the two-step GLIM approach, including NRS-2002 (in the first step) and GLIM criteria (in the second step) for each patient. Then, the accuracy, kappa index, area under the receiver operating characteristic curve (AUC ROC), sensitivity, and specificity of malnutrition diagnostic performance of the two-step GLIM approach and NRS-2002 were evaluated compared to the direct use of GLIM criteria.

Results: The NRS-2002 identified 145 (50.0%) patients as at risk of malnutrition. The prevalence of malnutrition using the two-step GLIM approach and GLIM malnutrition diagnosis criteria were 120 (41.4%) and 141 (48.6%), respectively. The kappa index showed substantial and almost perfect agreement for NRS-2002 (κ = 68%) and the two-step GLIM approach (κ = 85%) with GLIM malnutrition diagnostic criteria, respectively. Furthermore, the AUC ROC (0.926; 95% confidence interval (CI): 0.89-0.96) and accuracy (92.8%) of the two-step GLIM approach compared to the GLIM criteria indicated an acepptable ability to distinguish between malnourished and well-nourished patients.

Conclusion: The two-step GLIM approach using NRS-2002 as a screening tool (in step one) had acceptable malnutrition diagnostic performance compared to the direct application of GLIM criteria in hospitalized patients.

背景:营养不良全球领导力倡议(GLIM)的两步法最近被引入医院的营养不良诊断中。本研究比较了使用营养风险筛查-2002(NRS-2002)作为筛查工具的这一方法和直接应用 GLIM 营养不良诊断标准对住院患者进行诊断的效果:这项横断面研究涉及 290 名住院的成年和老年患者。一名训练有素的营养学家对每位患者实施了两步 GLIM 方法,包括 NRS-2002(第一步)和 GLIM 标准(第二步)。然后,与直接使用 GLIM 标准相比,对两步 GLIM 方法和 NRS-2002 诊断营养不良的准确性、卡帕指数、接收者工作特征曲线下面积(AUC ROC)、灵敏度和特异性进行了评估:NRS-2002确定了145名(50.0%)有营养不良风险的患者。采用两步 GLIM 法和 GLIM 营养不良诊断标准的营养不良患病率分别为 120 人(41.4%)和 141 人(48.6%)。卡帕指数显示,NRS-2002(κ = 68%)和两步 GLIM 法(κ = 85%)与 GLIM 营养不良诊断标准的一致性很高,几乎完全一致。此外,与 GLIM 标准相比,两步 GLIM 方法的 AUC ROC(0.926;95% 置信区间 (CI):0.89-0.96)和准确率(92.8%)表明该方法具有区分营养不良和营养良好患者的能力:结论:使用 NRS-2002 作为筛查工具(第一步)的两步 GLIM 方法与直接应用 GLIM 标准对住院患者进行营养不良诊断相比,具有可接受的性能。
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引用次数: 0
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Nutrition in Clinical Practice
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